Opsmas 2025 Day 8: kraft & wtf is wrong with anthropic

TOC:

kraft
what the holy hell is anthropic doing

`kraft`

kraft is my take on a self-contained and easy to verify raft implementation. By “raft implementation” I mean it treats raft purely as an abstract state machine for all operations (i.e. no networking or storage) so you can verify it logically and generate in-process synthetic test node data structures for rapid evaluation and smashing error conditions against. I started it maybe ten years ago as a new “cleanroom” raft implementation with the intention to integrate it into more live systems, but then other things happened and I abandoned it for a while, but picked it up again this year for “polish and public release” finally.

kraft implements the core raft state machine with optional callbacks you can register to get notified when raft state changes.

Basically, kraft is a system for modeling the raft state machine internally, but it doesn’t define any storage format or network protocol itself. It’s “bring your own client/server” for implementing an inter-server RAFT protocol language, your local guaranteed storage mechanism, and then any other client-side facing networking for interacting with user data. This is also where loopy and kvidxkit come into play because these were all designed to work together (specifically: kvidxkit is built around a (key, term, value) format for indexing and operatig on the concept of “Raft Terms” directly for data layout/storage/flushing/retrieval in a clean isolated and ideally correct way).

You can do fun things like run tests with almost any cluster sizes possible and they instantly launch (because the in-code clusters are just indexed structs tracking their own state against all other nodes (also just structs) sending and receiving internal updates). You want to test a RAFT cluster of 3 nodes? 27 nodes? 277 nodes? It’s all internal data structures at the fundamental testing level, so there’s zero network/setup/coordination problems when defining arbitrary testing or correctness checking conditions.

Some unique or complete features of kraft:

standard raft
leader surrender (i.e. safe failover, un-elect a leader programmatically instead of crashing and waiting for failover)
pre-vote
a custom CRDT protocol/interface extension for self-compacting data operations

or in bigger format

Core Raft Protocol

Complete Raft Implementation: Leader election, log replication, safety
Pre-Vote Protocol: Prevents disruption from partitioned nodes rejoining
Leadership Transfer: Graceful leader handoff for maintenance operations
ReadIndex: Linearizable reads without log replication overhead
Log Compaction: Snapshot support with configurable thresholds
Membership Changes: Joint consensus for safe cluster reconfiguration

Advanced Features

Witness Nodes: Non-voting read replicas for scaling reads
- Learner/observer mode for catching up without affecting elections
- Promotion to full voting member when ready
- Read serving for stale-tolerant queries
Async Commit Modes: Configurable consistency/latency tradeoff
- STRONG: Wait for majority acknowledgment (default Raft)
- LEADER_ONLY: Acknowledge after leader persistence (lowest latency)
- ASYNC: Fire-and-forget with background replication
- FLEXIBLE: Per-command consistency level selection
Intelligent Snapshots: Advanced log compaction
- Automatic triggering based on log size, entry count, or time interval
- Incremental snapshot support (delta from previous)
- Streaming chunk-based transfer to followers
- Parallel transfers to multiple followers
- Configurable retention and compaction policies

also more weirdness like federated/multi-raft:

In a single-group Raft cluster, all data is replicated across all nodes using one Raft consensus instance. This works well for small datasets but becomes a bottleneck as data grows because:

All writes go through one leader - single point of throughput limitation
All data on all nodes - storage limited to smallest node
Log grows unboundedly - snapshot/compaction for entire dataset

Multi-Raft solves this by partitioning data across multiple independent Raft consensus groups, each responsible for a subset of the data (typically a key range).

Single-Raft:                    Multi-Raft:
┌─────────────────────┐        ┌──────────┐ ┌──────────┐ ┌──────────┐
│  All Data (1 Group) │        │ Range A  │ │ Range B  │ │ Range C  │
│  Leader: Node 1     │   →    │ Group 1  │ │ Group 2  │ │ Group 3  │
│  Nodes: 1,2,3,4,5   │        │ L:N1     │ │ L:N2     │ │ L:N3     │
└─────────────────────┘        └──────────┘ └──────────┘ └──────────┘

Each group:

Has its own leader election
Maintains its own Raft log
Can be on different nodes (leadership spread across cluster)
Operates completely independently from other groups

tests

===============================================================
  Kraft Linearizability Test
===============================================================

Configuration:
  Nodes:      3
  Clients:    5
  Operations: 1000
  Max time:   30.0 seconds
  Failure:    none
  Seed:       1766107674

Test data: test-latest
Starting cluster...
Using kraft-loopy binary: loopy-demo/kraft-loopy
Resolved to: /Users/matt/repos/base/kraft/build/src/loopy-demo/kraft-loopy
All nodes forked. Waiting for client API ports...
[✓] Cluster ready (leader: node 1)

Starting 5 clients...
[✓] Clients started

Running workload...
Progress: 0.0% (0/1000 ops, 0.0s elapsed)   
[!] Max time reached


Stopping clients...
[✓] Clients stopped (58 operations completed)

Stopping cluster...
[✓] Cluster stopped

Verifying linearizability...

===============================================================
  RESULT: PASS
===============================================================

=== LINEARIZABILITY: PASS ===
All operations are linearizable.

Verification statistics:
  Time:          108 us
  Graph edges:   514
  States explored: 58

Statistics:
  Invocations:  58
  Completions:  23
  Timeouts:     35
  Success rate: 39.66%

$ ./kraft-fuzz -n 3

=======================================================
   Kraft Raft Consensus - Fuzzer                     
=======================================================

[FUZZ] Starting fuzzer with seed 1766105853
[FUZZ] Config: 3 nodes, 10000 ops, 60000000 us max time
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 1 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 4 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[PROMOTE] Node 2416950593 becoming LEADER in term 6 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[PROMOTE] Node 2416950593 becoming LEADER in term 7 with 2/2 votes (cluster=3)
[FUZZ] Operations: 1000 | Commands: 67 | Crashes: 21 | Recoveries: 21 | Elections: 43
       Partitions: 16 | Heals: 16 | Messages: 167/42 | Invariants: 10/10
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 8 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 9 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[PROMOTE] Node 2416950593 becoming LEADER in term 10 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[FUZZ] Operations: 2000 | Commands: 157 | Crashes: 43 | Recoveries: 42 | Elections: 78
       Partitions: 35 | Heals: 35 | Messages: 293/72 | Invariants: 20/20
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 12 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 13 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[FUZZ] Operations: 3000 | Commands: 196 | Crashes: 69 | Recoveries: 67 | Elections: 116
       Partitions: 50 | Heals: 50 | Messages: 348/115 | Invariants: 30/30
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[PROMOTE] Node 2416950593 becoming LEADER in term 15 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 16 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 17 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 18 with 2/2 votes (cluster=3)
[FUZZ] Operations: 4000 | Commands: 339 | Crashes: 91 | Recoveries: 90 | Elections: 146
       Partitions: 65 | Heals: 65 | Messages: 497/155 | Invariants: 40/40
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 19 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 22 with 2/2 votes (cluster=3)
[FUZZ] Operations: 5000 | Commands: 363 | Crashes: 115 | Recoveries: 114 | Elections: 192
       Partitions: 85 | Heals: 85 | Messages: 545/170 | Invariants: 50/50
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[PROMOTE] Node 2416950593 becoming LEADER in term 23 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 24 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 25 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[PROMOTE] Node 2416950593 becoming LEADER in term 26 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 27 with 2/2 votes (cluster=3)
[FUZZ] Operations: 6000 | Commands: 479 | Crashes: 137 | Recoveries: 135 | Elections: 222
       Partitions: 99 | Heals: 98 | Messages: 661/198 | Invariants: 60/60

[FUZZ] Fuzzing complete
[FUZZ] Operations: 6000 | Commands: 479 | Crashes: 137 | Recoveries: 135 | Elections: 222
       Partitions: 99 | Heals: 98 | Messages: 661/198 | Invariants: 61/61

=======================================================
   Fuzzing Result: PASSED (ran to time limit without issues)
   Seed: 1766105853  (reproduce with: -s 1766105853 -n 3)
=======================================================

=======================================================
   Kraft Raft Consensus - Test Suite                  
=======================================================

[TEST 1] Single node cluster (trivial case)...
  Starting election process...
  Node 0 role: 2
  Node 0 term: 0
  Election timeout: 214627
[ELECTION] Node runId=1766105923673625: votes=1, need=1, cluster=1
[ELECTION] PROMOTING TO LEADER: votes=1 >= needed=1
[PROMOTE] Node 2486656537 becoming LEADER in term 1 with 1/1 votes (cluster=1)
  After election request - role: 3, term: 1
  Leader: 0
  Single node correctly elected itself
  ✓ PASSED

[TEST 2] Initial leader election - 3 nodes...
[ELECTION] Node runId=1766105923692557: votes=1, need=2, cluster=3
[PROMOTE] Node 2486675469 becoming LEADER in term 1 with 2/2 votes (cluster=3)
  Leader: Node 0, Term: 1, Elections: 1
  ✓ PASSED

[TEST 3] Initial leader election - 5 nodes...
[ELECTION] Node runId=1766105923709564: votes=1, need=3, cluster=5
[PROMOTE] Node 2486692476 becoming LEADER in term 1 with 3/3 votes (cluster=5)
  5-node cluster leader: Node 3
  ✓ PASSED

[TEST 4] Election with one node failure...
[ELECTION] Node runId=1766105923724682: votes=1, need=3, cluster=5
[PROMOTE] Node 2486707594 becoming LEADER in term 1 with 3/3 votes (cluster=5)
  Leader despite node 2 crash: Node 3
  ✓ PASSED

[TEST 5] Re-election after leader crashes...
[ELECTION] Node runId=1766105923739664: votes=1, need=3, cluster=5
[PROMOTE] Node 2486722576 becoming LEADER in term 1 with 3/3 votes (cluster=5)
  Initial leader: Node 2
[ELECTION] Node runId=1766105923739753: votes=1, need=3, cluster=5
[PROMOTE] Node 2486722665 becoming LEADER in term 2 with 3/3 votes (cluster=5)
  New leader after crash: Node 3
  ✓ PASSED

[TEST 6] Election Safety - at most one leader per term...
[ELECTION] Node runId=1766105923756415: votes=1, need=3, cluster=5
[PROMOTE] Node 2486739327 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105923756495: votes=1, need=3, cluster=5
[PROMOTE] Node 2486739407 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105923756084: votes=1, need=3, cluster=5
[PROMOTE] Node 2486738996 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105923756569: votes=1, need=3, cluster=5
[PROMOTE] Node 2486739481 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105923756318: votes=1, need=3, cluster=5
[PROMOTE] Node 2486739230 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105923756415: votes=1, need=3, cluster=5
[PROMOTE] Node 2486739327 becoming LEADER in term 6 with 3/3 votes (cluster=5)
  Election safety maintained across 7 elections
  ✓ PASSED

[TEST 7] Log Matching Property...
[ELECTION] Node runId=1766105923772368: votes=1, need=3, cluster=5
[PROMOTE] Node 2486755280 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=8 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=9 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=10 (remotelyLogged=2 +1leader = 3, need=3)
  Log matching verified across all nodes
  ✓ PASSED

[TEST 8] Cluster survives minority failures...
[ELECTION] Node runId=1766105923794564: votes=1, need=3, cluster=5
[PROMOTE] Node 2486777476 becoming LEADER in term 1 with 3/3 votes (cluster=5)
  Cluster operational with 2/5 nodes crashed
  ✓ PASSED

[TEST 9] Network partition - split brain prevention...
[ELECTION] Node runId=1766105923812727: votes=1, need=3, cluster=5
[PROMOTE] Node 2486795639 becoming LEADER in term 1 with 3/3 votes (cluster=5)
  Split brain prevented, cluster healed successfully
  ✓ PASSED

[TEST 10] Packet loss tolerance (10%)...
[ELECTION] Node runId=1766105923826818: votes=1, need=3, cluster=5
[PROMOTE] Node 2486809730 becoming LEADER in term 1 with 3/3 votes (cluster=5)
  Leader elected with 10% loss (dropped: 4/18)
  ✓ PASSED

[TEST 11] Leadership transfer (zero-downtime handoff)...
  Waiting for initial leader election...
[ELECTION] Node runId=1766105923843574: votes=1, need=2, cluster=3
[PROMOTE] Node 2486826486 becoming LEADER in term 1 with 2/2 votes (cluster=3)
  Initial leader: Node 2
  Found target node for transfer: clusterId=1, nodeId=0
  Initiating leadership transfer...
  Transfer initiated successfully
  Waiting for transfer to complete...
[ELECTION] Node runId=1766105923843178: votes=1, need=2, cluster=3
[PROMOTE] Node 2486826090 becoming LEADER in term 2 with 2/2 votes (cluster=3)
  New leader after transfer: Node 0
  Leadership successfully transferred from Node 2 to Node 0
  ✓ PASSED

[TEST 12] ReadIndex (linearizable reads without log writes)...
  Waiting for leader election...
[ELECTION] Node runId=1766105923859806: votes=1, need=2, cluster=3
[PROMOTE] Node 2486842718 becoming LEADER in term 1 with 2/2 votes (cluster=3)
  Leader: Node 2
  ReadIndex enabled
  Testing ReadIndex API...
  ReadIndex request returned: 0 (commitIndex=0)
  Initial ready state: no (expected: no - quorum not yet confirmed)
  After heartbeats ready state: yes
  ReadIndex completed successfully
  ReadIndex on follower returned: -1 (expected: negative error)
  ReadIndex API test completed successfully
  ✓ PASSED

[TEST 13] Witness Manager - Lifecycle (init, add, remove, free)...
  Witness lifecycle tests passed
  ✓ PASSED

[TEST 14] Witness Manager - Replication Tracking...
  Replication tracking tests passed
  ✓ PASSED

[TEST 15] Witness Manager - Read Serving...
  Read serving tests passed
  ✓ PASSED

[TEST 16] Witness Manager - Promotion to Voter...
  Promotion tests passed
  ✓ PASSED

[TEST 17] Witness Manager - Vote Prevention...
  Vote prevention tests passed
  ✓ PASSED

[TEST 18] Async Commit - Configuration...
  Config tests passed
  ✓ PASSED

[TEST 19] Async Commit - Lifecycle (init, submit, free)...
  Lifecycle tests passed
  ✓ PASSED

[TEST 20] Async Commit - STRONG Mode...
  STRONG mode tests passed
  ✓ PASSED

[TEST 21] Async Commit - LEADER_ONLY Mode...
  LEADER_ONLY mode tests passed
  ✓ PASSED

[TEST 22] Async Commit - ASYNC Mode...
  ASYNC mode tests passed
  ✓ PASSED

[TEST 23] Async Commit - FLEXIBLE Mode...
  FLEXIBLE mode tests passed
  ✓ PASSED

[TEST 24] Async Commit - Per-Request Mode Override...
  Mode override tests passed
  ✓ PASSED

[TEST 25] Async Commit - Blocking on Max Pending...
  Blocking tests passed
  ✓ PASSED

[TEST 26] Async Commit - Statistics...
  Stats:
Async Commit Stats:
  Default Mode: STRONG
  Total Writes: 6
    Strong: 2
    Leader-Only: 1
    Async: 3
    Flexible: 0
  Pending Writes: 2
  Pending Bytes: 200
  Avg Ack Latency: 0 us
  ✓ PASSED

[TEST 27] Snapshot - Configuration Defaults...
  Config defaults verified
  ✓ PASSED

[TEST 28] Snapshot - Manager Lifecycle...
  Lifecycle tests passed
  ✓ PASSED

[TEST 29] Snapshot - Trigger Policies...
  Trigger policy tests passed
  ✓ PASSED

[TEST 30] Snapshot - Creation and Writing...
  Creation tests passed
  ✓ PASSED

[TEST 31] Snapshot - Transfer to Follower...
  Transfer tests passed (3 chunks)
  ✓ PASSED

[TEST 32] Snapshot - Installation on Follower...
  Installation tests passed
  ✓ PASSED

[TEST 33] Snapshot - Statistics...
  Stats:
Snapshot Stats:
  State: IDLE
  Current Snapshot ID: 3662201801265543149
  Last Included Index: 20
  Total Snapshots: 2
  Total Bytes: 15
  Total Transfers: 0
  Failed Transfers: 0
  Active Transfers: 0
  Avg Snapshot Time: 0 us
  Avg Transfer Time: 0 us
  ✓ PASSED

[TEST 34] Multi-Raft - Configuration...
  Config tests passed
  ✓ PASSED

[TEST 35] Multi-Raft - Lifecycle (init, create, free)...
  Lifecycle tests passed
  ✓ PASSED

[TEST 36] Multi-Raft - Group Creation...
  Group creation tests passed
  ✓ PASSED

[TEST 37] Multi-Raft - Group Removal...
  Group removal tests passed
  ✓ PASSED

[TEST 38] Multi-Raft - Group Stop/Resume...
  Stop/Resume tests passed
  ✓ PASSED

[TEST 39] Multi-Raft - Range Key Lookup...
  Range lookup tests passed
  ✓ PASSED

[TEST 40] Multi-Raft - Ticking Groups...
  Ticking tests passed
  ✓ PASSED

[TEST 41] Multi-Raft - Statistics...
  Stats:
Multi-Raft Stats:
  Total groups:     2
  Active groups:    2
  Groups as leader: 0
  Total ticks:      5
  Total messages:   0
  Avg msgs/tick:    0
  ✓ PASSED

[TEST 42] Multi-Raft - Many Groups Stress Test...
  Created 200 groups, removed 100, verified consistency
  ✓ PASSED

[TEST 43] Multi-Raft - Hash Table Collision Handling...
  Hash collision handling verified
  ✓ PASSED

[TEST 44] Multi-Raft - Range Boundary Edge Cases...
  Range boundary edge cases passed
  ✓ PASSED

[TEST 45] Multi-Raft - Group Split Operation...
  Group split operation verified
  ✓ PASSED

[TEST 46] Multi-Raft - Group Merge Operation...
  Group merge operation verified
  ✓ PASSED

[TEST 47] Multi-Raft - Group ID Enumeration...
  Group ID enumeration verified
  ✓ PASSED

[TEST 48] Multi-Raft - Group Iterator...
  Group iterator verified
  ✓ PASSED

[TEST 49] Multi-Raft - Maximum Capacity Limits...
  Maximum capacity limits verified
  ✓ PASSED

[TEST 50] Multi-Raft - Null/Edge Case Handling...
  Null and edge case handling verified
  ✓ PASSED

[TEST 51] Multi-Raft - Stop/Resume Many Groups Concurrently...
  Concurrent stop/resume verified
  ✓ PASSED

[TEST 52] Multi-Raft - Overlapping Range Detection...
  Overlapping/gap range handling verified
  ✓ PASSED

[TEST 53] Multi-Raft - Long Key Handling...
  Long key handling verified
  ✓ PASSED

[TEST 54] Multi-Raft - Rapid Create/Remove Cycles...
  Rapid create/remove cycles verified
  ✓ PASSED

[TEST 55] Profile - Default Configuration...
  Default profile validated
  ✓ PASSED

[TEST 56] Profile - All Profiles Valid...
  All 7 profiles validated
  ✓ PASSED

[TEST 57] Profile - Validation Logic...
  Validation logic verified
  ✓ PASSED

[TEST 58] Profile - Override Helpers...
  Override helpers verified
  ✓ PASSED

[TEST 59] Profile - Timing Constraints Per Profile...
  Timing constraints verified per profile
  ✓ PASSED

[TEST 60] Profile - Name Strings...
  Profile names verified
  ✓ PASSED

[TEST 61] Chaos - Engine Lifecycle...
  Engine lifecycle verified
  ✓ PASSED

[TEST 62] Chaos - Network Fault Configuration...
  Network fault configuration verified
  ✓ PASSED

[TEST 63] Chaos - Partition Management...
  Partition management verified
  ✓ PASSED

[TEST 64] Chaos - Node Fault Injection...
  Node fault injection verified
  ✓ PASSED

[TEST 65] Chaos - Byzantine Behavior...
  Byzantine behavior verified
  ✓ PASSED

[TEST 66] Chaos - Clock Manipulation...
  Clock manipulation verified
  ✓ PASSED

[TEST 67] Chaos - Statistics...
  Statistics verified
  ✓ PASSED

[TEST 68] Chaos - Presets...
  Presets verified
  ✓ PASSED

[TEST 69] Chaos - String Helpers...
  String helpers verified
  ✓ PASSED

[TEST 70] CRDT - Manager Lifecycle...
  Manager lifecycle verified
  ✓ PASSED

[TEST 71] CRDT - Key Declaration...
  Key declaration verified
  ✓ PASSED

[TEST 72] CRDT - LWW Register...
  LWW Register verified
  ✓ PASSED

[TEST 73] CRDT - G-Counter...
  G-Counter verified
  ✓ PASSED

[TEST 74] CRDT - PN-Counter...
  PN-Counter verified
  ✓ PASSED

[TEST 75] CRDT - G-Set...
  G-Set verified
  ✓ PASSED

[TEST 76] CRDT - OR-Set...
  OR-Set verified
  ✓ PASSED

[TEST 77] CRDT - String Helpers...
  String helpers verified
  ✓ PASSED

=======================================================
   Test Results:                                       
   Total:  77                                          
   Passed: 77                                          
   Failed: 0                                          
=======================================================

=======================================================
   Kraft Feature Combination Fuzzer                   
=======================================================

[FUZZ-COMBO] Starting Feature Combination Fuzzer
[FUZZ-COMBO] Config: 5 nodes, 1000 ops/combo, 16 combinations
[FUZZ-COMBO] Base seed: 1766105956

[FUZZ-COMBO] Combination 1/16: [LT:Y RI:Y BAT:N BP:Y SES:Y WIT:Y AC:N SNP:N]
[ELECTION] Node runId=1766105956784991: votes=1, need=3, cluster=5
[PROMOTE] Node 2519767903 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=0 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=0 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956786121: votes=1, need=3, cluster=5
[PROMOTE] Node 2519769033 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=2 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956785946: votes=1, need=3, cluster=5
[PROMOTE] Node 2519768858 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956786121: votes=1, need=3, cluster=5
[PROMOTE] Node 2519769033 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956786196: votes=1, need=3, cluster=5
[PROMOTE] Node 2519769108 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=5 truncating from idx=4 (commitIdx=1) newTerm=5 from leader
[TRUNCATE] node=3 term=5 truncating from idx=4 (commitIdx=3) newTerm=5 from leader
[LEADER-COMMIT] leader=4 term=5 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956786121: votes=1, need=3, cluster=5
[PROMOTE] Node 2519769033 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=6 truncating from idx=5 (commitIdx=4) newTerm=6 from leader
[LEADER-COMMIT] leader=3 term=6 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956785946: votes=1, need=3, cluster=5
[PROMOTE] Node 2519768858 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=7 truncating from idx=6 (commitIdx=5) newTerm=7 from leader
[LEADER-COMMIT] leader=1 term=7 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=7 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956785946: votes=1, need=3, cluster=5
[PROMOTE] Node 2519768858 becoming LEADER in term 8 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 2/16: [LT:Y RI:N BAT:Y BP:Y SES:Y WIT:N AC:Y SNP:Y]
[ELECTION] Node runId=1766105956832535: votes=1, need=3, cluster=5
[PROMOTE] Node 2519815447 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=4 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956832446: votes=1, need=3, cluster=5
[PROMOTE] Node 2519815358 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=2 truncating from idx=3 (commitIdx=2) newTerm=2 from leader
[LEADER-COMMIT] leader=3 term=2 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956832348: votes=1, need=3, cluster=5
[PROMOTE] Node 2519815260 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=2 term=3 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=3 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=3 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956832535: votes=1, need=3, cluster=5
[PROMOTE] Node 2519815447 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=4 truncating from idx=7 (commitIdx=6) newTerm=4 from leader
[ELECTION] Node runId=1766105956832348: votes=1, need=3, cluster=5
[PROMOTE] Node 2519815260 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=5 truncating from idx=8 (commitIdx=5) newTerm=5 from leader
[ELECTION] Node runId=1766105956832535: votes=1, need=3, cluster=5
[PROMOTE] Node 2519815447 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956831986: votes=1, need=3, cluster=5
[PROMOTE] Node 2519814898 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=7 truncating from idx=7 (commitIdx=6) newTerm=7 from leader
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 3/16: [LT:N RI:Y BAT:Y BP:Y SES:Y WIT:Y AC:N SNP:N]
[ELECTION] Node runId=1766105956875244: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858156 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875154: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858066 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=2 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956874958: votes=1, need=3, cluster=5
[PROMOTE] Node 2519857870 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875244: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858156 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=2 term=4 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=4 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=4 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956875392: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858304 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=5 truncating from idx=5 (commitIdx=4) newTerm=5 from leader
[LEADER-COMMIT] leader=4 term=5 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=5 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956875322: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858234 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=6 truncating from idx=7 (commitIdx=6) newTerm=6 from leader
[LEADER-COMMIT] leader=3 term=6 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956875244: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858156 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875392: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858304 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=8 truncating from idx=9 (commitIdx=5) newTerm=8 from leader
[ELECTION] Node runId=1766105956875244: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858156 becoming LEADER in term 9 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875392: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858304 becoming LEADER in term 10 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875322: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858234 becoming LEADER in term 11 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875244: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858156 becoming LEADER in term 12 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875244: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858156 becoming LEADER in term 13 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 4/16: [LT:Y RI:Y BAT:Y BP:Y SES:N WIT:N AC:Y SNP:N]
[ELECTION] Node runId=1766105956916226: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899138 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956916051: votes=1, need=3, cluster=5
[PROMOTE] Node 2519898963 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956916051: votes=1, need=3, cluster=5
[PROMOTE] Node 2519898963 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956916316: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899228 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=4 truncating from idx=3 (commitIdx=2) newTerm=4 from leader
[ELECTION] Node runId=1766105956916226: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899138 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956916316: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899228 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956916226: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899138 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956916316: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899228 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956916226: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899138 becoming LEADER in term 9 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 5/16: [LT:Y RI:Y BAT:N BP:Y SES:N WIT:N AC:Y SNP:Y]
[ELECTION] Node runId=1766105956964118: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947030 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956964200: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947112 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=2 term=2 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956964267: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947179 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956964200: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947112 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956964200: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947112 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956964267: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947179 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956963950: votes=1, need=3, cluster=5
[PROMOTE] Node 2519946862 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=7 truncating from idx=5 (commitIdx=4) newTerm=7 from leader
[TRUNCATE] node=3 term=7 truncating from idx=5 (commitIdx=4) newTerm=7 from leader
[LEADER-COMMIT] leader=0 term=7 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956964267: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947179 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[TRUNCATE] node=0 term=8 truncating from idx=6 (commitIdx=5) newTerm=8 from leader
[LEADER-COMMIT] leader=3 term=8 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=8 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956963950: votes=1, need=3, cluster=5
[PROMOTE] Node 2519946862 becoming LEADER in term 9 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956964267: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947179 becoming LEADER in term 10 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956964200: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947112 becoming LEADER in term 11 with 3/3 votes (cluster=5)
[TRUNCATE] node=0 term=11 truncating from idx=8 (commitIdx=6) newTerm=11 from leader
[TRUNCATE] node=3 term=11 truncating from idx=8 (commitIdx=7) newTerm=11 from leader
[LEADER-COMMIT] leader=2 term=11 committing idx=8 (remotelyLogged=2 +1leader = 3, need=3)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 6/16: [LT:Y RI:Y BAT:Y BP:Y SES:Y WIT:N AC:N SNP:Y]
[ELECTION] Node runId=1766105956998281: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981193 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=0 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956998584: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981496 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=2 term=2 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956998662: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981574 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956998734: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981646 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956998662: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981574 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956998584: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981496 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956998662: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981574 becoming LEADER in term 7 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 7/16: [LT:N RI:Y BAT:Y BP:Y SES:Y WIT:N AC:Y SNP:N]
[ELECTION] Node runId=1766105957049936: votes=1, need=3, cluster=5
[PROMOTE] Node 2520032848 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957050157: votes=1, need=3, cluster=5
[PROMOTE] Node 2520033069 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=2 truncating from idx=6 (commitIdx=5) newTerm=2 from leader
[LEADER-COMMIT] leader=4 term=2 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=8 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957050022: votes=1, need=3, cluster=5
[PROMOTE] Node 2520032934 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=2 term=3 committing idx=9 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957049936: votes=1, need=3, cluster=5
[PROMOTE] Node 2520032848 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=4 truncating from idx=10 (commitIdx=9) newTerm=4 from leader
[LEADER-COMMIT] leader=1 term=4 committing idx=10 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=4 committing idx=11 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957050092: votes=1, need=3, cluster=5
[PROMOTE] Node 2520033004 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957050092: votes=1, need=3, cluster=5
[PROMOTE] Node 2520033004 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=6 truncating from idx=12 (commitIdx=11) newTerm=6 from leader
[LEADER-COMMIT] leader=3 term=6 committing idx=12 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957050022: votes=1, need=3, cluster=5
[PROMOTE] Node 2520032934 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=7 truncating from idx=13 (commitIdx=12) newTerm=7 from leader
[LEADER-COMMIT] leader=2 term=7 committing idx=13 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957049936: votes=1, need=3, cluster=5
[PROMOTE] Node 2520032848 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=8 truncating from idx=14 (commitIdx=13) newTerm=8 from leader
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 8/16: [LT:N RI:N BAT:N BP:Y SES:Y WIT:N AC:Y SNP:N]
[ELECTION] Node runId=1766105957092783: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075695 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957092857: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075769 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=2 truncating from idx=2 (commitIdx=1) newTerm=2 from leader
[LEADER-COMMIT] leader=4 term=2 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=8 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=9 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=10 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957092425: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075337 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=3 truncating from idx=11 (commitIdx=10) newTerm=3 from leader
[LEADER-COMMIT] leader=0 term=3 committing idx=11 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=0 term=3 committing idx=12 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957092783: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075695 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=4 committing idx=13 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=4 committing idx=14 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=4 committing idx=15 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957092705: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075617 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=5 truncating from idx=16 (commitIdx=15) newTerm=5 from leader
[ELECTION] Node runId=1766105957092783: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075695 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957092857: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075769 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957092783: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075695 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957092857: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075769 becoming LEADER in term 9 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 9/16: [LT:Y RI:Y BAT:Y BP:N SES:Y WIT:N AC:Y SNP:N]
[ELECTION] Node runId=1766105957144093: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127005 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957144184: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127096 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=2 truncating from idx=5 (commitIdx=4) newTerm=2 from leader
[LEADER-COMMIT] leader=2 term=2 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957144259: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127171 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=3 truncating from idx=6 (commitIdx=5) newTerm=3 from leader
[LEADER-COMMIT] leader=3 term=3 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957144093: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127005 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=4 truncating from idx=7 (commitIdx=6) newTerm=4 from leader
[LEADER-COMMIT] leader=1 term=4 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957144259: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127171 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=5 truncating from idx=9 (commitIdx=7) newTerm=5 from leader
[ELECTION] Node runId=1766105957144184: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127096 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=6 truncating from idx=8 (commitIdx=7) newTerm=6 from leader
[TRUNCATE] node=3 term=6 truncating from idx=8 (commitIdx=7) newTerm=6 from leader
[LEADER-COMMIT] leader=2 term=6 committing idx=8 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=6 committing idx=9 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=6 committing idx=10 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=6 committing idx=11 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957144093: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127005 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=7 truncating from idx=12 (commitIdx=11) newTerm=7 from leader
[ELECTION] Node runId=1766105957144184: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127096 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=8 truncating from idx=13 (commitIdx=10) newTerm=8 from leader
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 10/16: [LT:Y RI:Y BAT:N BP:Y SES:Y WIT:Y AC:Y SNP:N]
[ELECTION] Node runId=1766105957183880: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166792 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957183948: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166860 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=2 truncating from idx=2 (commitIdx=1) newTerm=2 from leader
[LEADER-COMMIT] leader=4 term=2 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957183540: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166452 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=3 truncating from idx=3 (commitIdx=2) newTerm=3 from leader
[LEADER-COMMIT] leader=0 term=3 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957183880: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166792 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183540: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166452 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183540: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166452 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183880: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166792 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183540: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166452 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183880: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166792 becoming LEADER in term 9 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183540: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166452 becoming LEADER in term 10 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183880: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166792 becoming LEADER in term 11 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 11/16: [LT:Y RI:Y BAT:Y BP:Y SES:N WIT:N AC:Y SNP:Y]
[ELECTION] Node runId=1766105957226706: votes=1, need=3, cluster=5
[PROMOTE] Node 2520209618 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=0 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=0 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=0 term=1 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957226706: votes=1, need=3, cluster=5
[PROMOTE] Node 2520209618 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957226911: votes=1, need=3, cluster=5
[PROMOTE] Node 2520209823 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=3 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=3 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=3 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957226911: votes=1, need=3, cluster=5
[PROMOTE] Node 2520209823 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957226971: votes=1, need=3, cluster=5
[PROMOTE] Node 2520209883 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957226785: votes=1, need=3, cluster=5
[PROMOTE] Node 2520209697 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=6 truncating from idx=8 (commitIdx=5) newTerm=6 from leader
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 12/16: [LT:Y RI:N BAT:Y BP:Y SES:N WIT:Y AC:Y SNP:Y]
[ELECTION] Node runId=1766105957291042: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273954 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957291042: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273954 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=2 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957290862: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273774 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=3 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=3 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957290960: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273872 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=4 truncating from idx=6 (commitIdx=4) newTerm=4 from leader
[ELECTION] Node runId=1766105957290862: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273774 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957290862: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273774 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957290960: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273872 becoming LEADER in term 7 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 13/16: [LT:Y RI:Y BAT:N BP:Y SES:N WIT:N AC:Y SNP:Y]
[ELECTION] Node runId=1766105957341068: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323980 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957341141: votes=1, need=3, cluster=5
[PROMOTE] Node 2520324053 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=4 term=2 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957340990: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323902 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957340900: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323812 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=4 truncating from idx=4 (commitIdx=3) newTerm=4 from leader
[ELECTION] Node runId=1766105957340900: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323812 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957340990: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323902 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957340900: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323812 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957340990: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323902 becoming LEADER in term 8 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 14/16: [LT:N RI:Y BAT:Y BP:Y SES:Y WIT:N AC:Y SNP:N]
[ELECTION] Node runId=1766105957375674: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358586 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=4 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957375269: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358181 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=2 truncating from idx=3 (commitIdx=2) newTerm=2 from leader
[LEADER-COMMIT] leader=1 term=2 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957375674: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358586 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957375471: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358383 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=4 truncating from idx=5 (commitIdx=2) newTerm=4 from leader
[ELECTION] Node runId=1766105957375674: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358586 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=5 truncating from idx=6 (commitIdx=2) newTerm=5 from leader
[ELECTION] Node runId=1766105957375471: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358383 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957375269: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358181 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957375674: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358586 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957375269: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358181 becoming LEADER in term 9 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957375674: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358586 becoming LEADER in term 10 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957375269: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358181 becoming LEADER in term 11 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 15/16: [LT:Y RI:Y BAT:N BP:Y SES:N WIT:N AC:N SNP:Y]
[ELECTION] Node runId=1766105957411389: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394301 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=0 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=0 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=0 term=1 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411798: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394710 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=4 term=2 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=8 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411559: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394471 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=3 truncating from idx=9 (commitIdx=8) newTerm=3 from leader
[TRUNCATE] node=4 term=3 truncating from idx=9 (commitIdx=8) newTerm=3 from leader
[LEADER-COMMIT] leader=1 term=3 committing idx=9 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=3 committing idx=10 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=3 committing idx=11 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411718: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394630 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=4 truncating from idx=12 (commitIdx=11) newTerm=4 from leader
[LEADER-COMMIT] leader=3 term=4 committing idx=12 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411559: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394471 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=5 truncating from idx=13 (commitIdx=12) newTerm=5 from leader
[TRUNCATE] node=4 term=5 truncating from idx=13 (commitIdx=12) newTerm=5 from leader
[LEADER-COMMIT] leader=1 term=5 committing idx=13 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=5 committing idx=14 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411798: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394710 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=6 truncating from idx=15 (commitIdx=14) newTerm=6 from leader
[ELECTION] Node runId=1766105957411718: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394630 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=7 truncating from idx=15 (commitIdx=14) newTerm=7 from leader
[TRUNCATE] node=4 term=7 truncating from idx=15 (commitIdx=13) newTerm=7 from leader
[LEADER-COMMIT] leader=3 term=7 committing idx=15 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=7 committing idx=16 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=7 committing idx=17 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411798: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394710 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=8 truncating from idx=18 (commitIdx=17) newTerm=8 from leader
[LEADER-COMMIT] leader=4 term=8 committing idx=18 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411559: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394471 becoming LEADER in term 9 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=9 truncating from idx=19 (commitIdx=18) newTerm=9 from leader
[LEADER-COMMIT] leader=1 term=9 committing idx=19 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=9 committing idx=20 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411798: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394710 becoming LEADER in term 10 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957411718: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394630 becoming LEADER in term 11 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 16/16: [LT:N RI:Y BAT:Y BP:N SES:N WIT:N AC:Y SNP:N]
[ELECTION] Node runId=1766105957455453: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438365 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957455533: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438445 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=2 truncating from idx=2 (commitIdx=1) newTerm=2 from leader
[LEADER-COMMIT] leader=2 term=2 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957455453: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438365 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455605: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438517 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=4 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957455298: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438210 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455670: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438582 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=0 term=6 truncating from idx=4 (commitIdx=0) newTerm=6 from leader
[ELECTION] Node runId=1766105957455298: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438210 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=7 truncating from idx=7 (commitIdx=0) newTerm=7 from leader
[ELECTION] Node runId=1766105957455670: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438582 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455605: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438517 becoming LEADER in term 9 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455605: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438517 becoming LEADER in term 10 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455298: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438210 becoming LEADER in term 11 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455670: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438582 becoming LEADER in term 12 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455298: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438210 becoming LEADER in term 13 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)

[FUZZ-COMBO] ==========================================
[FUZZ-COMBO] SUMMARY
[FUZZ-COMBO] ==========================================
  Combinations tested:  16
  Combinations passed:  16
  Combinations failed:  0
  Total operations:     16000
  Total invariants:     336
  Violations:           0
[FUZZ-COMBO] ==========================================


=======================================================
   Overall Result: PASSED (all combinations passed)
   Seed: 1766105956  (reproduce with: -s 1766105956 -n 5 -c 16)
=======================================================

=======================================================
   Kraft Chaos-Enhanced Fuzzer                        
=======================================================

Configuration:
  Nodes:        27
  Scenario:     mixed
  Max ops:      4000
  Max time:     300 s
  Seed:         1766106261
  Dynamic:      yes (escalating)

[ELECTION] Node runId=1766106261011813: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994725 becoming LEADER in term 1 with 14/14 votes (cluster=27)
[LEADER-COMMIT] leader=22 term=1 committing idx=1 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=2 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=3 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=4 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=5 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=6 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=7 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=8 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=9 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=10 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=11 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=12 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=13 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=14 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=15 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=16 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=17 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=18 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=19 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=20 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=21 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=22 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=23 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=24 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=25 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=26 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=27 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=28 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=29 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=30 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=31 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=32 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=33 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=34 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=35 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=36 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=37 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=38 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=39 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=40 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=41 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=42 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=43 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=44 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=45 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=46 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=47 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=48 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=49 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=50 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=51 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=52 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=53 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=54 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=55 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=56 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=57 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=58 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=59 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=60 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=61 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=62 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=63 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=64 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=65 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=66 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=67 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=68 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=69 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=70 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=71 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=72 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=73 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=74 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=75 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=76 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=77 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=78 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=79 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=80 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=81 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=82 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=83 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=84 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=85 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=86 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=87 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=88 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=89 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=90 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=91 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=92 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=93 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=94 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=95 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=96 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=97 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=98 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=99 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=100 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=101 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=102 (remotelyLogged=13 +1leader = 14, need=14)
[ELECTION] Node runId=1766106261009500: votes=1, need=14, cluster=27
[PROMOTE] Node 2823992412 becoming LEADER in term 2 with 14/14 votes (cluster=27)
[LEADER-COMMIT] leader=1 term=2 committing idx=103 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=104 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=105 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=106 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=107 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=108 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=109 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=110 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=111 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=112 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=113 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=114 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=115 (remotelyLogged=13 +1leader = 14, need=14)
[ELECTION] Node runId=1766106261009066: votes=1, need=14, cluster=27
[PROMOTE] Node 2823991978 becoming LEADER in term 3 with 14/14 votes (cluster=27)
[ELECTION] Node runId=1766106261011284: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994196 becoming LEADER in term 4 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=4 truncating from idx=196 (commitIdx=115) newTerm=4 from leader
[TRUNCATE] node=1 term=4 truncating from idx=196 (commitIdx=115) newTerm=4 from leader
[TRUNCATE] node=9 term=4 truncating from idx=196 (commitIdx=115) newTerm=4 from leader
[TRUNCATE] node=24 term=4 truncating from idx=196 (commitIdx=115) newTerm=4 from leader
[ELECTION] Node runId=1766106261011372: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994284 becoming LEADER in term 5 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=5 truncating from idx=155 (commitIdx=115) newTerm=5 from leader
[TRUNCATE] node=1 term=5 truncating from idx=155 (commitIdx=115) newTerm=5 from leader
[TRUNCATE] node=8 term=5 truncating from idx=155 (commitIdx=115) newTerm=5 from leader
[TRUNCATE] node=9 term=5 truncating from idx=155 (commitIdx=115) newTerm=5 from leader
[TRUNCATE] node=16 term=5 truncating from idx=155 (commitIdx=115) newTerm=5 from leader
[TRUNCATE] node=24 term=5 truncating from idx=155 (commitIdx=115) newTerm=5 from leader
[ELECTION] Node runId=1766106261011461: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994373 becoming LEADER in term 6 with 14/14 votes (cluster=27)
[ELECTION] Node runId=1766106261012166: votes=1, need=14, cluster=27
[PROMOTE] Node 2823995078 becoming LEADER in term 7 with 14/14 votes (cluster=27)
[TRUNCATE] node=18 term=7 truncating from idx=159 (commitIdx=115) newTerm=7 from leader
[ELECTION] Node runId=1766106261010635: votes=1, need=14, cluster=27
[PROMOTE] Node 2823993547 becoming LEADER in term 8 with 14/14 votes (cluster=27)
[ELECTION] Node runId=1766106261011641: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994553 becoming LEADER in term 9 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=1 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=2 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=5 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=8 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=9 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=16 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=17 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=18 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=24 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[ELECTION] Node runId=1766106261011016: votes=1, need=14, cluster=27
[PROMOTE] Node 2823993928 becoming LEADER in term 10 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=1 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=2 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=5 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=8 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=9 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=16 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=17 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=18 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=20 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=24 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[ELECTION] Node runId=1766106261009500: votes=1, need=14, cluster=27
[PROMOTE] Node 2823992412 becoming LEADER in term 11 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=2 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=5 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=8 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=9 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=13 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=16 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=17 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=18 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=20 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=24 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[ELECTION] Node runId=1766106261011898: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994810 becoming LEADER in term 12 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=1 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=2 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=5 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=8 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=9 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=13 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=16 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=17 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=18 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=20 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=24 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=26 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[LEADER-COMMIT] leader=23 term=12 committing idx=116 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=117 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=118 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=119 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=120 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=121 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=122 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=123 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=124 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=125 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=126 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=127 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=128 (remotelyLogged=13 +1leader = 14, need=14)
[ELECTION] Node runId=1766106261010533: votes=1, need=14, cluster=27
[PROMOTE] Node 2823993445 becoming LEADER in term 13 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=1 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=2 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=5 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=9 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=13 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=17 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=18 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=20 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=23 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=24 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=26 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[ELECTION] Node runId=1766106261011898: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994810 becoming LEADER in term 14 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=1 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=5 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=8 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=9 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=17 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=18 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=24 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[ELECTION] Node runId=1766106261011016: votes=1, need=14, cluster=27
[PROMOTE] Node 2823993928 becoming LEADER in term 15 with 14/14 votes (cluster=27)
[TRUNCATE] node=2 term=15 truncating from idx=204 (commitIdx=128) newTerm=15 from leader
[ELECTION] Node runId=1766106261012166: votes=1, need=14, cluster=27
[PROMOTE] Node 2823995078 becoming LEADER in term 16 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=1 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=2 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=5 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=8 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=9 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=13 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=17 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=18 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=23 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=24 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[ELECTION] Node runId=1766106261011641: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994553 becoming LEADER in term 17 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=1 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=2 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=5 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=8 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=9 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=13 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=17 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=18 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=23 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=24 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=26 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader

--- Chaos Fuzzer Statistics ---
Operations:     4000
Simulated time: 4805000 us (4.80 s)
Commands:       712 submitted, 128 committed

Elections:      185 total, 7 successful
Leader changes: 21

Messages:       27734 total
  Delivered:    26476
  Dropped:      0
  Delayed:      0
  Duplicated:   0
  Corrupted:    0

Partitions:     0 created, 95 healed
Node crashes:   109 crashed, 108 recovered
Node pauses:    109 paused, 0 resumed

Clock drifts:   61
Clock jumps:    0

Invariants:     81 checks, 0 violations
Chaos phases:   200
-------------------------------

=======================================================
   Result: PASSED (completed all operations)
   Seed: 1766106261  (reproduce with: -s 1766106261 -n 27 --scenario mixed)

=======================================================
   Kraft CRDT Property Fuzzer                         
=======================================================

Configuration:
  Seed:               1766106329
  Replicas:           77
  Ops per property:   999999
  Type filter:        all
  Properties:         all


--- CRDT Property Fuzzer Results ---
Elapsed time:    8909 ms
Total checks:    61699869
Passed:          61699869
Failed:          0

Per-Type Results:
  LWW_REGISTER: 2999997/2999997 PASS
    Commutativity:  999999/999999
    Associativity:  999999/999999
    Idempotence:    999999/999999
  G_COUNTER: 30699900/30699900 PASS
    Commutativity:  999999/999999
    Associativity:  999999/999999
    Idempotence:    999999/999999
    Monotonicity:   19999980/19999980
    Convergence:    7699923/7699923
  PN_COUNTER: 2999997/2999997 PASS
    Commutativity:  999999/999999
    Associativity:  999999/999999
    Idempotence:    999999/999999
  G_SET: 22999977/22999977 PASS
    Commutativity:  999999/999999
    Associativity:  999999/999999
    Idempotence:    999999/999999
    Monotonicity:   19999980/19999980
  OR_SET: 1999998/1999998 PASS
    Commutativity:  999999/999999
    Idempotence:    999999/999999
------------------------------------

=======================================================
   Result: PASSED (all properties verified)
   Seed: 1766106329  (reproduce with: -s 1766106329)
=======================================================

stats

===============================================================================
 Language            Files        Lines         Code     Comments       Blanks
===============================================================================
 C                      64        40289        28636         5248         6405
 C Header               54        11762         4745         5186         1831
 CMake                   3          925          641          121          163
-------------------------------------------------------------------------------
 Markdown               24         5982            0         4311         1671
 |- BASH                 6          655          309          223          123
 |- C                   23         7166         4817         1218         1131
 |- INI                  1           25           20            2            3
 |- YAML                 1           92           76           10            6
 (Total)                          13920         5222         5764         2934
===============================================================================
 Total                 145        58958        34022        14866        10070
===============================================================================

anthropic

yo. what is up with the ’throps these days?

another case of “we’re so big and rich and smart and have ultra brain wrinkles we don’t need or respect any real world experience in actual software or platform or architecture or infrastructure development at all!!! bow before the mighty AI pocket protector ethics club!!!! we don’t need no computer knowledge because we javascript our terminals!!!”

here’s my braindump log of anthropic problems over the past couple months:

general complaints

the persistent claude web ui problem over a year: the more you type, the slower it gets. the longer your session, the slower it gets, because they are using some bullshit SPA interface they don’t understand and generating unlimited anti-pattern design practices instead of using native high performance data-driven systems the web was built around and all browsers support natively (somebody pointed out like a year ago, for every character you type in the claude web ui, it completely re-draws and re-renders every character in the entire chat history and eventually your session just collapses)

in a long chat session with dozens of turns accumulating in the history, claude web ui makes my entire 10 core laptop with 64 GB RAM take 5+ seconds to print a single character after typing? what are you people even doing anymore? have you given up on understanding your platforms end-to-end with actual experience and knowledge from the ground up? or are you all “we only write js js can be fast and do no wrong duuuuuuuuuuuuurrrrrrrr js go bbbbbur<OOM Crash on a 1.5 TB RAM server only having your single chat page loaded>”

your “we use javascript to make react to make console UIs” thing can’t stop using infinite memory and showing seizure-inducing thousand of lines per second for minutes scroll back strobe flashes.

your “genius best in the world developers” for a year haven’t thought to block all / commands from being submitted as queued chat messages when a session is in progress. if you don’t have an active conversation/turn in progress -> /usage is CLI command (as expected) -> Active conversation turn running -> /usage gets forwarded AS QUEUED TO THE MODEL FOR MODEL RESPONSE? WTF ARE YOU DOING. THIS IS DAY ONE ENGINEERING USABLE EDGE CASE DESIGN WORK! DAY ONE. DAY ONE!

the dreaded claude cli “infinte compaction” loop where it compacts, outputs about 20 more tokens, then immediately compacts again, outputs another 20 tokens, compacts again, and will never continue, it just burns your rate limit with an inifinite compaction sequence and you have to start an entire new “Claude Context Brain” to continue working.

claude code input data structure incompetence: why does it take 3-5 seconds to “up-arrow-key for previous entry” prompt? what the hells bells are you doing behind the scenes? O(n^k) iterating over every character in the full chat buffer? trying to render pixels instead of characters? somehow searching, targeting, then redrawing every byte in the scrollback history to check if it should redraw to fit/syntax/style/permission check on every keypress again? first-principles reinventing interfaces from 40 years ago except without even standard curses/ncurses experience, optimization insight, performance targets, or any really care for usability or user latency experience at all? a goldfish living in a tuba who has never seen a computer before could make a better front-end-backend design.

claude code for web complaints

constant “disconnects” and you have to reload the page a thousand times a week

shows previous session snapshot on reload, then waits 5 seconds and “jumps to live”

random session hard crashes where it refuses to work and you have to start a new session and give it detailed manual instrutions about how to merge your previous branch into the new session branch

the classic “claude compacts history then forgets how to use your project” (a manual CLAUDE.md can largely help improve/fix this, but it should also be auto-maintained in the same session)

the UI bugs around billing where it flashed (current spend) -> You have the full available of $1,000 -> (current spend) -> flashing expiration dates back and forth (looks like shitty CDN caching issue or SSR-vs-SPA-vs-cache-vs-fetch/xhr issue because you don’t know how to make web platforms? ESPECIALLY AROUND BILLING DETAILS???? you know what’s also mondo ethical? not lying to people about credits in their account!)

differences between the app header showing details in-page (“Credits Expire Nov 23”) and the actual billing docs (“Credits Expire Nov 22 at 11:59 PT”) because “Nov 23” is still 1 full day, so “Expires Nov 23” imples “Expires when the DAY NOV 23 NO LONGER EXISTS” but you actually meant “expires when nov 23 begins existing”.

After the credits “expired” at Nov 22 midnight, the web UI WENT BACK TO SAYING “YOU HAVE 1,000 CREDITS EXPIRING NOV 23”

basic UI problems from people who have never used systems or platforms or used software before? The chat messages don’t have timestamps or metadata. You can’t tell if something happened 3 minutes ago or 3 days ago.

It has like 1/20th the features of the claude cli. You can’t even “recall” or edit a message you queued to send before it is “Read” but the remote model. whose idea was it to run a $1,000 credit promotion for a broken crashing failing platform to get more exposure? it makes me never want to waste time trying “claude for code for web for containers for wasting your time and locking up your browser and breaking your branches” ever again. first impressions matter. brand experience is a const identifier. how do you earn it back?

random false UI toast errors “you have exceeded your concurrency limit” — THE ENTIRE POINT OF YOUR “CLAUDE CODE FOR WEB ALL REPOS ALL THE TIME ANY TIME ANYWHERE ANY PLACE YOU WANT” PLATFORM IS YOU ALLOW UNLIMITED PROJECTS TO BE WORKED ON AT ONCE IN YOUR ASYNC CONTAINER BULLSHIT ENVIRONMENTS

can’t “up arrow” to recall previous prompts

one nice thing: you can click to expand hidden content when it’s too large for the default display on individual sections, where instead with claude code cli it is “expand your entire history and risk permanently corrupting your console session requiring a full application restart” instead

congrats on all being super geniuses and giving out “the hardest take home hiring tests in the industry we like hafta keep makin so much harder because our models can solve all our hiring tests (spoiler: then you aren’t measuring valid metrics at all for experience or ability)” and stuff, but like, what the hell are you even doing? and don’t get me started on your entire “we’re targeting $100 billion/year revenue soon” company just going 100% offline when cloudflare goes down because, you know, it’s not like you should be competent at running your own networks and infrastructure, right? nah, just outsource captcha bullshit to cloudfail so nobody can login and use your services and it’s fully out of your control for remediation or responsiblity or SLA or DR or DMT or BCP or MDMA or anything. great job, super ethics geniuses. the computer god appreciates your ambition even when faced with lack of experience to truly achieve your goals at scale.

Article Analysis

Summary

This document details the development and testing of "Kraft," a Raft consensus implementation, including its advanced features and multi-raft architecture. Extensive logs show successful automated tests for leader elections, data commits, log truncations, and resilience against failures, alongside the successful execution of various fuzzers and CRDT property verifications. The latter portion of the document expresses extreme frustration and criticism regarding Anthropic's UI and CLI implementations, citing numerous bugs, performance issues, and poor user experience.

Content Scores

Metric	Max	Mean	Median	Total
Humor	6	0.49	0.0	36
Helpfulness	10	6.45	7.0	477
Aggression	8	0.54	0.0	40
Spiciness	7	0.41	0.0	30

Chunk-by-Chunk Analysis

Chunk Summary

This article introduces "kraft," a self-contained Raft implementation designed for logical verification and testing, and hints at a critical examination of Anthropic's practices.

Chunk Ratings

Metric	Score	Reason
Humor	3	The title includes "wtf," which hints at a slightly informal or exasperated tone, but the body of the text is primarily technical and lacks overt humor.
Helpfulness	7	The text clearly describes the purpose and functionality of the "kraft" project, explaining its nature as a self-contained Raft implementation and its intended use for logical verification and testing.
Aggression	2	The phrase "wtf is wrong with anthropic" in the title and section heading introduces a mild tone of frustration or bewilderment, but it doesn't escalate to outright aggression.
Spiciness	2	The use of "wtf" in the title and a section heading suggests a slightly informal or confrontational approach to the topic of Anthropic, but it's not overtly offensive or unprofessional in the context of a technical blog post.

Show Original Text

---
date: '2025-12-19'
frame: frame-front
frontTitle: 'Opsmas 2025 Day 08: kraft & wtf anthropic'
pageClasses: ['opsmas-2025']
published: true
subframe: frame-article
title: 'Opsmas 2025 Day 8: kraft & wtf is wrong with anthropic'
---

# Opsmas 2025 Day 8: kraft & wtf is wrong with anthropic

TOC:

- [`kraft`](#kraft)
- [what the holy hell is anthropic doing](#anthropic)


## [`kraft`](https://github.com/mattsta/kraft)

[`kraft`](https://github.com/mattsta/kraft) is my take on a self-contained and easy to verify raft implementation. By "raft implementation" I mean it treats raft purely as an abstract state machine for all operations (i.e. no networking or storage) so you can verify it logically and generate in-process synthetic test node data structures for rapid evaluation and smashing error conditions against. I started it maybe ten years ago as a new "cleanroom" raft implementation with the intention to integrate it into more live systems, but then other things happened and I abandoned it for a while, but picked it up again this year for "polish and public release" finally.

[`kraft`](https://github.com/mattsta/kraft) implements the core raft state machine with _optional_ callbacks you can register to get notified when raft state changes.

Chunk Summary

Kraft is a flexible RAFT state machine modeling system that requires users to implement their own storage and network protocols, offering efficient testing capabilities and features like leader surrender and CRDT integration.

Chunk Ratings

Metric	Score	Reason
Humor	3	The text uses mild humor by referring to "fun things like run tests with almost any cluster sizes possible" and the ability to test "277 nodes" without issues, implying a playful approach to complex testing scenarios.
Helpfulness	9	The text clearly explains the purpose and architecture of the `kraft` system, its modularity, and its integration with other tools like `loopy` and `kvidxkit`. It also highlights key features and benefits, making it highly informative for developers.
Aggression	0	The text is purely technical and informative, with no trace of negativity, anger, or depression.
Spiciness	0	The text maintains a professional and technical tone, avoiding any offensive or inappropriate language.

Show Original Text


Basically, [`kraft`](https://github.com/mattsta/kraft) is a system for modeling the raft state machine internally, but it doesn't define any storage format or network protocol itself. It's "[bring your own client/server](https://github.com/mattsta/kraft/blob/main/docs/concepts/pluggable-networking.md)" for implementing an [inter-server RAFT protocol language](https://github.com/mattsta/kraft/blob/main/docs/reference/messages.md), your local guaranteed storage mechanism, and then any other client-side facing networking for interacting with user data. This is also where [`loopy`](/opsmas-2025-04-loopy-billions) and [`kvidxkit`](/opsmas-2025-07-kvidxkit-m) come into play because these were all designed to work together (specifically: kvidxkit is built around a (key, term, value) format for indexing and operatig on the concept of "Raft Terms" directly for data layout/storage/flushing/retrieval in a clean isolated and ideally correct way).

You can do fun things like run tests with almost any cluster sizes possible and they instantly launch (because the in-code clusters are just indexed structs tracking their own state against all other nodes (also just structs) sending and receiving internal updates).  You want to test a RAFT cluster of 3 nodes? 27 nodes? 277 nodes? It's all internal data structures at the fundamental testing level, so there's zero network/setup/coordination problems when defining arbitrary testing or correctness checking conditions.

Some unique or complete features of kraft:

- standard raft
- [leader surrender](https://github.com/mattsta/kraft/blob/main/docs/features/leadership-transfer.md) (i.e. safe failover, un-elect a leader programmatically instead of crashing and waiting for failover)
- pre-vote
- a custom [CRDT protocol/interface extension](https://github.com/mattsta/kraft/blob/main/docs/features/crdt.md) for self-compacting data operations

Chunk Summary

This document outlines the Core Raft Protocol and its advanced features, including Witness Nodes, Async Commit Modes, Intelligent Snapshots, and the concept of Multi-Raft for scaling beyond single-group limitations.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text is purely technical and informative, with no elements of humor.
Helpfulness	9	The text provides a detailed and well-organized breakdown of the Raft protocol's core and advanced features, including specific implementation details and explanations of concepts like Multi-Raft. It is highly informative for someone seeking to understand this distributed consensus algorithm.
Aggression	0	The tone is neutral and objective, focusing solely on technical descriptions without any emotional or negative sentiment.
Spiciness	0	The content is professional and technical, lacking any offensive or inappropriate material.

Show Original Text


or in bigger format

#### Core Raft Protocol

- **Complete Raft Implementation**: Leader election, log replication, safety
- **Pre-Vote Protocol**: Prevents disruption from partitioned nodes rejoining
- **Leadership Transfer**: Graceful leader handoff for maintenance operations
- **ReadIndex**: Linearizable reads without log replication overhead
- **Log Compaction**: Snapshot support with configurable thresholds
- **Membership Changes**: Joint consensus for safe cluster reconfiguration

#### Advanced Features

- **Witness Nodes**: Non-voting read replicas for scaling reads
  - Learner/observer mode for catching up without affecting elections
  - Promotion to full voting member when ready
  - Read serving for stale-tolerant queries

- **Async Commit Modes**: Configurable consistency/latency tradeoff
  - `STRONG`: Wait for majority acknowledgment (default Raft)
  - `LEADER_ONLY`: Acknowledge after leader persistence (lowest latency)
  - `ASYNC`: Fire-and-forget with background replication
  - `FLEXIBLE`: Per-command consistency level selection

- **Intelligent Snapshots**: Advanced log compaction
  - Automatic triggering based on log size, entry count, or time interval
  - Incremental snapshot support (delta from previous)
  - Streaming chunk-based transfer to followers
  - Parallel transfers to multiple followers
  - Configurable retention and compaction policies

also more weirdness like [federated/multi-raft](https://github.com/mattsta/kraft/blob/main/docs/concepts/multi-raft.md):

In a single-group Raft cluster, all data is replicated across all nodes using one
Raft consensus instance. This works well for small datasets but becomes a bottleneck
as data grows because:

1. **All writes go through one leader** - single point of throughput limitation
2. **All data on all nodes** - storage limited to smallest node
3. **Log grows unboundedly** - snapshot/compaction for entire dataset

**Multi-Raft** solves this by partitioning data across multiple independent Raft
consensus groups, each responsible for a subset of the data (typically a key range).

Chunk Summary

The provided text illustrates a multi-raft architecture with diagrams and details its independent operation, followed by a report on a Kraft linearizability test that timed out.

Chunk Ratings

Metric	Score	Reason
Humor	1	The text is purely technical and informational. There are no attempts at humor.
Helpfulness	8	The text clearly and concisely explains the concept of multi-raft configurations with accompanying diagrams and bullet points. The test output provides specific details about a linearizability test, including configuration and progress, which is useful for understanding system behavior under test.
Aggression	1	The tone is neutral and objective, typical of technical documentation. There is no negativity or emotional content.
Spiciness	0	The content is strictly professional and technical, with no elements that could be considered offensive or inappropriate.

Show Original Text


```
Single-Raft:                    Multi-Raft:
┌─────────────────────┐        ┌──────────┐ ┌──────────┐ ┌──────────┐
│  All Data (1 Group) │        │ Range A  │ │ Range B  │ │ Range C  │
│  Leader: Node 1     │   →    │ Group 1  │ │ Group 2  │ │ Group 3  │
│  Nodes: 1,2,3,4,5   │        │ L:N1     │ │ L:N2     │ │ L:N3     │
└─────────────────────┘        └──────────┘ └──────────┘ └──────────┘
```

Each group:

- Has its own leader election
- Maintains its own Raft log
- Can be on different nodes (leadership spread across cluster)
- Operates completely independently from other groups


### tests

```
===============================================================
  Kraft Linearizability Test
===============================================================

Configuration:
  Nodes:      3
  Clients:    5
  Operations: 1000
  Max time:   30.0 seconds
  Failure:    none
  Seed:       1766107674

Test data: test-latest
Starting cluster...
Using kraft-loopy binary: loopy-demo/kraft-loopy
Resolved to: /Users/matt/repos/base/kraft/build/src/loopy-demo/kraft-loopy
All nodes forked. Waiting for client API ports...
[✓] Cluster ready (leader: node 1)

Starting 5 clients...
[✓] Clients started

Running workload...
Progress: 0.0% (0/1000 ops, 0.0s elapsed)   
[!] Max time reached


Stopping clients...

Chunk Summary

This output displays the successful stopping of client operations and a cluster, followed by a successful linearizability verification and a log from a fuzzer indicating leader elections in a Raft consensus system.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical output logs and status messages with no attempt at humor or creative expression.
Helpfulness	8	The text provides clear and concise output from system operations and a fuzzer, detailing the success or failure of tasks, cluster status, and fuzzer configuration and progress. It's highly informative for debugging or monitoring.
Aggression	1	The text is primarily factual and operational. The "Clients stopped" and "Cluster stopped" messages are neutral statements of system events, not expressions of negativity. The fuzzer logs are also purely informational.
Spiciness	0	The text is purely technical and professional, containing no offensive language, opinions, or subjective commentary.

Show Original Text

[✓] Clients stopped (58 operations completed)

Stopping cluster...
[✓] Cluster stopped

Verifying linearizability...

===============================================================
  RESULT: PASS
===============================================================

=== LINEARIZABILITY: PASS ===
All operations are linearizable.

Verification statistics:
  Time:          108 us
  Graph edges:   514
  States explored: 58

Statistics:
  Invocations:  58
  Completions:  23
  Timeouts:     35
  Success rate: 39.66%
```

```haskell
$ ./kraft-fuzz -n 3

=======================================================
   Kraft Raft Consensus - Fuzzer                     
=======================================================

[FUZZ] Starting fuzzer with seed 1766105853
[FUZZ] Config: 3 nodes, 10000 ops, 60000000 us max time
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 1 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 4 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[PROMOTE] Node 2416950593 becoming LEADER in term 6 with 2/2 votes (cluster=3)

Chunk Summary

This log data details frequent leader elections and system instability within a distributed cluster, highlighted by crashes and partitions, alongside operational and invariant metrics.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries and lacks any elements of humor or wit.
Helpfulness	7	The text provides detailed operational metrics from a distributed system, including crash rates, recoveries, and leader elections, which are valuable for diagnosing system behavior and performance.
Aggression	1	While the logs indicate system instability with crashes and partitions, the tone is neutral and informative, not expressing anger or negativity.
Spiciness	0	The content is purely technical log data and contains no offensive or controversial material.

Show Original Text

[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[PROMOTE] Node 2416950593 becoming LEADER in term 7 with 2/2 votes (cluster=3)
[FUZZ] Operations: 1000 | Commands: 67 | Crashes: 21 | Recoveries: 21 | Elections: 43
       Partitions: 16 | Heals: 16 | Messages: 167/42 | Invariants: 10/10
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 8 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 9 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[PROMOTE] Node 2416950593 becoming LEADER in term 10 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[FUZZ] Operations: 2000 | Commands: 157 | Crashes: 43 | Recoveries: 42 | Elections: 78
       Partitions: 35 | Heals: 35 | Messages: 293/72 | Invariants: 20/20
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 12 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 13 with 2/2 votes (cluster=3)

Chunk Summary

This text contains system log entries detailing cluster operations, including elections, fuzzing statistics, and node promotions.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries and contains no elements of humor.
Helpfulness	7	The log entries provide specific data points related to system operations, including election events, fuzzing statistics, and leadership promotions, which are useful for diagnostics and performance analysis. However, without further context or explanation, they are not fully actionable.
Aggression	0	The text is purely informational and lacks any emotional or negative tone.
Spiciness	0	The content is strictly technical and professional, with no offensive or inappropriate language.

Show Original Text

[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[FUZZ] Operations: 3000 | Commands: 196 | Crashes: 69 | Recoveries: 67 | Elections: 116
       Partitions: 50 | Heals: 50 | Messages: 348/115 | Invariants: 30/30
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[PROMOTE] Node 2416950593 becoming LEADER in term 15 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 16 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 17 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 18 with 2/2 votes (cluster=3)
[FUZZ] Operations: 4000 | Commands: 339 | Crashes: 91 | Recoveries: 90 | Elections: 146
       Partitions: 65 | Heals: 65 | Messages: 497/155 | Invariants: 40/40
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 19 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3

Chunk Summary

This log data details system operations, including leadership elections, crash/recovery events, and fuzzing test outcomes.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries and provides no humorous content or creative takes.
Helpfulness	7	The text provides valuable diagnostic information about a system's performance, particularly regarding elections, crashes, and recoveries, which is helpful for debugging and understanding system behavior. However, it lacks context or explanations that would make it fully actionable for a non-expert.
Aggression	1	The text is purely technical and devoid of any emotional tone, with a slight indication of system stress through crash and recovery counts.
Spiciness	0	The content is entirely professional and technical, with no offensive or inappropriate language.

Show Original Text

[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 22 with 2/2 votes (cluster=3)
[FUZZ] Operations: 5000 | Commands: 363 | Crashes: 115 | Recoveries: 114 | Elections: 192
       Partitions: 85 | Heals: 85 | Messages: 545/170 | Invariants: 50/50
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[PROMOTE] Node 2416950593 becoming LEADER in term 23 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 24 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 25 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853967681: votes=1, need=2, cluster=3
[PROMOTE] Node 2416950593 becoming LEADER in term 26 with 2/2 votes (cluster=3)
[ELECTION] Node runId=1766105853968093: votes=1, need=2, cluster=3
[PROMOTE] Node 2416951005 becoming LEADER in term 27 with 2/2 votes (cluster=3)
[FUZZ] Operations: 6000 | Commands: 479 | Crashes: 137 | Recoveries: 135 | Elections: 222
       Partitions: 99 | Heals: 98 | Messages: 661/198 | Invariants: 60/60

[FUZZ] Fuzzing complete
[FUZZ] Operations: 6000 | Commands: 479 | Crashes: 137 | Recoveries: 135 | Elections: 222

Chunk Summary

This text presents the results of a fuzzing test and multiple unit tests for a Kraft Raft consensus implementation, indicating successful execution and passing all tested scenarios.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text is purely technical and reports on the results of a software test suite, containing no attempts at humor.
Helpfulness	8	The text provides clear and specific results from a fuzzing test and a series of unit tests for a Kraft Raft consensus implementation, including pass/fail status, key metrics, and reproducibility information.
Aggression	0	The text is objective and factual, detailing test results without any emotional or aggressive language.
Spiciness	0	The text is highly professional and technical, containing no offensive or unprofessional content.

Show Original Text

       Partitions: 99 | Heals: 98 | Messages: 661/198 | Invariants: 61/61

=======================================================
   Fuzzing Result: PASSED (ran to time limit without issues)
   Seed: 1766105853  (reproduce with: -s 1766105853 -n 3)
=======================================================
```

```
=======================================================
   Kraft Raft Consensus - Test Suite                  
=======================================================

[TEST 1] Single node cluster (trivial case)...
  Starting election process...
  Node 0 role: 2
  Node 0 term: 0
  Election timeout: 214627
[ELECTION] Node runId=1766105923673625: votes=1, need=1, cluster=1
[ELECTION] PROMOTING TO LEADER: votes=1 >= needed=1
[PROMOTE] Node 2486656537 becoming LEADER in term 1 with 1/1 votes (cluster=1)
  After election request - role: 3, term: 1
  Leader: 0
  Single node correctly elected itself
  ✓ PASSED

[TEST 2] Initial leader election - 3 nodes...
[ELECTION] Node runId=1766105923692557: votes=1, need=2, cluster=3
[PROMOTE] Node 2486675469 becoming LEADER in term 1 with 2/2 votes (cluster=3)
  Leader: Node 0, Term: 1, Elections: 1
  ✓ PASSED

[TEST 3] Initial leader election - 5 nodes...
[ELECTION] Node runId=1766105923709564: votes=1, need=3, cluster=5
[PROMOTE] Node 2486692476 becoming LEADER in term 1 with 3/3 votes (cluster=5)
  5-node cluster leader: Node 3
  ✓ PASSED

[TEST 4] Election with one node failure...
[ELECTION] Node runId=1766105923724682: votes=1, need=3, cluster=5

Chunk Summary

This text logs the outcomes of node leadership elections in a distributed system, indicating successful leadership transitions and test results.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text is purely technical log output with no attempt at humor or creative language.
Helpfulness	8	The text provides clear and structured information about node leadership elections, including specific node IDs, terms, votes, and test outcomes. It is highly useful for diagnosing and understanding distributed system behavior.
Aggression	0	The text is objective and factual, reporting on system events without any emotional or negative language.
Spiciness	0	The text is professional, technical documentation, devoid of any offensive or unprofessional content.

Show Original Text

[PROMOTE] Node 2486707594 becoming LEADER in term 1 with 3/3 votes (cluster=5)
  Leader despite node 2 crash: Node 3
  ✓ PASSED

[TEST 5] Re-election after leader crashes...
[ELECTION] Node runId=1766105923739664: votes=1, need=3, cluster=5
[PROMOTE] Node 2486722576 becoming LEADER in term 1 with 3/3 votes (cluster=5)
  Initial leader: Node 2
[ELECTION] Node runId=1766105923739753: votes=1, need=3, cluster=5
[PROMOTE] Node 2486722665 becoming LEADER in term 2 with 3/3 votes (cluster=5)
  New leader after crash: Node 3
  ✓ PASSED

[TEST 6] Election Safety - at most one leader per term...
[ELECTION] Node runId=1766105923756415: votes=1, need=3, cluster=5
[PROMOTE] Node 2486739327 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105923756495: votes=1, need=3, cluster=5
[PROMOTE] Node 2486739407 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105923756084: votes=1, need=3, cluster=5
[PROMOTE] Node 2486738996 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105923756569: votes=1, need=3, cluster=5
[PROMOTE] Node 2486739481 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105923756318: votes=1, need=3, cluster=5
[PROMOTE] Node 2486739230 becoming LEADER in term 5 with 3/3 votes (cluster=5)

Chunk Summary

This text contains technical log entries detailing cluster election events and leader commit operations within a distributed system.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log messages with no discernible attempt at humor.
Helpfulness	6	The text provides detailed technical information about cluster elections and leader commits. While useful for debugging or understanding system state, it lacks context for a general user and is highly specific to a distributed system's internal workings.
Aggression	0	The text is purely informational and does not contain any emotional tone, negativity, or aggression.
Spiciness	0	The text is strictly technical and professional, containing no offensive or controversial content.

Show Original Text

[ELECTION] Node runId=1766105923756415: votes=1, need=3, cluster=5
[PROMOTE] Node 2486739327 becoming LEADER in term 6 with 3/3 votes (cluster=5)
  Election safety maintained across 7 elections
  ✓ PASSED

[TEST 7] Log Matching Property...
[ELECTION] Node runId=1766105923772368: votes=1, need=3, cluster=5
[PROMOTE] Node 2486755280 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=8 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=9 (remotelyLogged=2 +1leader = 3, need=3)

Chunk Summary

This log details successful automated tests of a distributed system's resilience against leader failures, network partitions, packet loss, and leadership transfers.

Chunk Ratings

Metric	Score	Reason
Humor	1	This text is a technical log of automated tests, containing no elements of humor. The single point is for the very basic, dry statement of a test passing.
Helpfulness	9	The text provides a clear, concise, and actionable summary of test results, indicating the status of various distributed system failure scenarios and their successful mitigation. It's highly valuable for understanding system resilience.
Aggression	0	The text is entirely factual and neutral, reporting on test outcomes without any emotional or negative sentiment.
Spiciness	0	This is a purely technical report and contains no offensive or inappropriate content.

Show Original Text

[LEADER-COMMIT] leader=1 term=1 committing idx=10 (remotelyLogged=2 +1leader = 3, need=3)
  Log matching verified across all nodes
  ✓ PASSED

[TEST 8] Cluster survives minority failures...
[ELECTION] Node runId=1766105923794564: votes=1, need=3, cluster=5
[PROMOTE] Node 2486777476 becoming LEADER in term 1 with 3/3 votes (cluster=5)
  Cluster operational with 2/5 nodes crashed
  ✓ PASSED

[TEST 9] Network partition - split brain prevention...
[ELECTION] Node runId=1766105923812727: votes=1, need=3, cluster=5
[PROMOTE] Node 2486795639 becoming LEADER in term 1 with 3/3 votes (cluster=5)
  Split brain prevented, cluster healed successfully
  ✓ PASSED

[TEST 10] Packet loss tolerance (10%)...
[ELECTION] Node runId=1766105923826818: votes=1, need=3, cluster=5
[PROMOTE] Node 2486809730 becoming LEADER in term 1 with 3/3 votes (cluster=5)
  Leader elected with 10% loss (dropped: 4/18)
  ✓ PASSED

[TEST 11] Leadership transfer (zero-downtime handoff)...
  Waiting for initial leader election...
[ELECTION] Node runId=1766105923843574: votes=1, need=2, cluster=3
[PROMOTE] Node 2486826486 becoming LEADER in term 1 with 2/2 votes (cluster=3)
  Initial leader: Node 2
  Found target node for transfer: clusterId=1, nodeId=0
  Initiating leadership transfer...
  Transfer initiated successfully
  Waiting for transfer to complete...
[ELECTION] Node runId=1766105923843178: votes=1, need=2, cluster=3
[PROMOTE] Node 2486826090 becoming LEADER in term 2 with 2/2 votes (cluster=3)

Chunk Summary

This is a log of successful automated tests for distributed system components, including leader election, ReadIndex, Witness Manager, and Async Commit functionality.

Chunk Ratings

Metric	Score	Reason
Humor	1	The text is a technical log report with no intent for humor. The single point is for the "✓ PASSED" mark, which offers a slight, almost dry, sense of accomplishment.
Helpfulness	9	This text provides clear, detailed, and actionable information about the results of a series of automated tests for distributed systems (likely related to Raft or a similar consensus algorithm). It outlines which tests were performed, their outcomes, and specific details of some test executions.
Aggression	0	The text is purely informational and reports on test outcomes in a neutral, objective manner. There is no negativity, anger, or any form of aggression present.
Spiciness	0	The text is highly professional and technical, containing no offensive or inappropriate content. It is standard log output for software testing.

Show Original Text

  New leader after transfer: Node 0
  Leadership successfully transferred from Node 2 to Node 0
  ✓ PASSED

[TEST 12] ReadIndex (linearizable reads without log writes)...
  Waiting for leader election...
[ELECTION] Node runId=1766105923859806: votes=1, need=2, cluster=3
[PROMOTE] Node 2486842718 becoming LEADER in term 1 with 2/2 votes (cluster=3)
  Leader: Node 2
  ReadIndex enabled
  Testing ReadIndex API...
  ReadIndex request returned: 0 (commitIndex=0)
  Initial ready state: no (expected: no - quorum not yet confirmed)
  After heartbeats ready state: yes
  ReadIndex completed successfully
  ReadIndex on follower returned: -1 (expected: negative error)
  ReadIndex API test completed successfully
  ✓ PASSED

[TEST 13] Witness Manager - Lifecycle (init, add, remove, free)...
  Witness lifecycle tests passed
  ✓ PASSED

[TEST 14] Witness Manager - Replication Tracking...
  Replication tracking tests passed
  ✓ PASSED

[TEST 15] Witness Manager - Read Serving...
  Read serving tests passed
  ✓ PASSED

[TEST 16] Witness Manager - Promotion to Voter...
  Promotion tests passed
  ✓ PASSED

[TEST 17] Witness Manager - Vote Prevention...
  Vote prevention tests passed
  ✓ PASSED

[TEST 18] Async Commit - Configuration...
  Config tests passed
  ✓ PASSED

[TEST 19] Async Commit - Lifecycle (init, submit, free)...
  Lifecycle tests passed
  ✓ PASSED

[TEST 20] Async Commit - STRONG Mode...
  STRONG mode tests passed
  ✓ PASSED

[TEST 21] Async Commit - LEADER_ONLY Mode...
  LEADER_ONLY mode tests passed
  ✓ PASSED

[TEST 22] Async Commit - ASYNC Mode...
  ASYNC mode tests passed
  ✓ PASSED

[TEST 23] Async Commit - FLEXIBLE Mode...
  FLEXIBLE mode tests passed

Chunk Summary

This is a log detailing the successful completion of numerous automated tests across different functionalities, including Async Commit, Snapshot, and Multi-Raft, with some statistical breakdowns provided.

Chunk Ratings

Metric	Score	Reason
Humor	1	The text is a technical log of test results, with no attempt at humor. The single "✓ PASSED" could be interpreted as a tiny bit of understated satisfaction, but it's not intentional humor.
Helpfulness	7	This text clearly indicates the status of various tests, providing specific details on statistics for some of them. It's helpful for understanding the outcome of a testing suite. However, it lacks context on what the tests are for or their broader implications, limiting its ultimate helpfulness.
Aggression	0	The text is purely factual and reports on test outcomes, exhibiting no negative emotion, anger, or frustration.
Spiciness	0	This is a standard technical log. It is entirely professional and contains no offensive or edgy content.

Show Original Text

  ✓ PASSED

[TEST 24] Async Commit - Per-Request Mode Override...
  Mode override tests passed
  ✓ PASSED

[TEST 25] Async Commit - Blocking on Max Pending...
  Blocking tests passed
  ✓ PASSED

[TEST 26] Async Commit - Statistics...
  Stats:
Async Commit Stats:
  Default Mode: STRONG
  Total Writes: 6
    Strong: 2
    Leader-Only: 1
    Async: 3
    Flexible: 0
  Pending Writes: 2
  Pending Bytes: 200
  Avg Ack Latency: 0 us
  ✓ PASSED

[TEST 27] Snapshot - Configuration Defaults...
  Config defaults verified
  ✓ PASSED

[TEST 28] Snapshot - Manager Lifecycle...
  Lifecycle tests passed
  ✓ PASSED

[TEST 29] Snapshot - Trigger Policies...
  Trigger policy tests passed
  ✓ PASSED

[TEST 30] Snapshot - Creation and Writing...
  Creation tests passed
  ✓ PASSED

[TEST 31] Snapshot - Transfer to Follower...
  Transfer tests passed (3 chunks)
  ✓ PASSED

[TEST 32] Snapshot - Installation on Follower...
  Installation tests passed
  ✓ PASSED

[TEST 33] Snapshot - Statistics...
  Stats:
Snapshot Stats:
  State: IDLE
  Current Snapshot ID: 3662201801265543149
  Last Included Index: 20
  Total Snapshots: 2
  Total Bytes: 15
  Total Transfers: 0
  Failed Transfers: 0
  Active Transfers: 0
  Avg Snapshot Time: 0 us
  Avg Transfer Time: 0 us
  ✓ PASSED

[TEST 34] Multi-Raft - Configuration...
  Config tests passed
  ✓ PASSED

[TEST 35] Multi-Raft - Lifecycle (init, create, free)...
  Lifecycle tests passed
  ✓ PASSED

[TEST 36] Multi-Raft - Group Creation...
  Group creation tests passed

Chunk Summary

This is a log of successful automated tests for a Multi-Raft system, covering various functional aspects including group management, performance, and edge cases.

Chunk Ratings

Metric	Score	Reason
Humor	1	The text is a log of test results, which is inherently factual and lacks any attempt at humor. The single point is for the concise "✓ PASSED" which is a universally understood positive outcome.
Helpfulness	9	This text provides clear and actionable information for developers working with the Multi-Raft system. It details the successful completion of numerous specific tests, allowing for quick identification of passed functionality and potential areas for investigation if issues were present.
Aggression	0	The text is entirely neutral and factual, reporting the results of automated tests without any emotional content.
Spiciness	0	This is a purely technical report of test outcomes and contains no elements that could be considered offensive or unprofessional.

Show Original Text

  ✓ PASSED

[TEST 37] Multi-Raft - Group Removal...
  Group removal tests passed
  ✓ PASSED

[TEST 38] Multi-Raft - Group Stop/Resume...
  Stop/Resume tests passed
  ✓ PASSED

[TEST 39] Multi-Raft - Range Key Lookup...
  Range lookup tests passed
  ✓ PASSED

[TEST 40] Multi-Raft - Ticking Groups...
  Ticking tests passed
  ✓ PASSED

[TEST 41] Multi-Raft - Statistics...
  Stats:
Multi-Raft Stats:
  Total groups:     2
  Active groups:    2
  Groups as leader: 0
  Total ticks:      5
  Total messages:   0
  Avg msgs/tick:    0
  ✓ PASSED

[TEST 42] Multi-Raft - Many Groups Stress Test...
  Created 200 groups, removed 100, verified consistency
  ✓ PASSED

[TEST 43] Multi-Raft - Hash Table Collision Handling...
  Hash collision handling verified
  ✓ PASSED

[TEST 44] Multi-Raft - Range Boundary Edge Cases...
  Range boundary edge cases passed
  ✓ PASSED

[TEST 45] Multi-Raft - Group Split Operation...
  Group split operation verified
  ✓ PASSED

[TEST 46] Multi-Raft - Group Merge Operation...
  Group merge operation verified
  ✓ PASSED

[TEST 47] Multi-Raft - Group ID Enumeration...
  Group ID enumeration verified
  ✓ PASSED

[TEST 48] Multi-Raft - Group Iterator...
  Group iterator verified
  ✓ PASSED

[TEST 49] Multi-Raft - Maximum Capacity Limits...
  Maximum capacity limits verified
  ✓ PASSED

[TEST 50] Multi-Raft - Null/Edge Case Handling...
  Null and edge case handling verified
  ✓ PASSED

[TEST 51] Multi-Raft - Stop/Resume Many Groups Concurrently...
  Concurrent stop/resume verified

Chunk Summary

This is a log of successfully passed automated test cases covering Multi-Raft, Profile, Chaos, and CRDT functionalities.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text is a technical log of test results and contains no elements of humor.
Helpfulness	7	The text provides a clear and concise summary of completed test cases, indicating which aspects of the system have been verified, making it useful for understanding the status of testing.
Aggression	0	The text is a neutral log of test outcomes and displays no signs of negativity, anger, or depression.
Spiciness	0	The text is entirely professional and factual, containing no offensive or inappropriate content.

Show Original Text

  ✓ PASSED

[TEST 52] Multi-Raft - Overlapping Range Detection...
  Overlapping/gap range handling verified
  ✓ PASSED

[TEST 53] Multi-Raft - Long Key Handling...
  Long key handling verified
  ✓ PASSED

[TEST 54] Multi-Raft - Rapid Create/Remove Cycles...
  Rapid create/remove cycles verified
  ✓ PASSED

[TEST 55] Profile - Default Configuration...
  Default profile validated
  ✓ PASSED

[TEST 56] Profile - All Profiles Valid...
  All 7 profiles validated
  ✓ PASSED

[TEST 57] Profile - Validation Logic...
  Validation logic verified
  ✓ PASSED

[TEST 58] Profile - Override Helpers...
  Override helpers verified
  ✓ PASSED

[TEST 59] Profile - Timing Constraints Per Profile...
  Timing constraints verified per profile
  ✓ PASSED

[TEST 60] Profile - Name Strings...
  Profile names verified
  ✓ PASSED

[TEST 61] Chaos - Engine Lifecycle...
  Engine lifecycle verified
  ✓ PASSED

[TEST 62] Chaos - Network Fault Configuration...
  Network fault configuration verified
  ✓ PASSED

[TEST 63] Chaos - Partition Management...
  Partition management verified
  ✓ PASSED

[TEST 64] Chaos - Node Fault Injection...
  Node fault injection verified
  ✓ PASSED

[TEST 65] Chaos - Byzantine Behavior...
  Byzantine behavior verified
  ✓ PASSED

[TEST 66] Chaos - Clock Manipulation...
  Clock manipulation verified
  ✓ PASSED

[TEST 67] Chaos - Statistics...
  Statistics verified
  ✓ PASSED

[TEST 68] Chaos - Presets...
  Presets verified
  ✓ PASSED

[TEST 69] Chaos - String Helpers...
  String helpers verified
  ✓ PASSED

[TEST 70] CRDT - Manager Lifecycle...
  Manager lifecycle verified
  ✓ PASSED

[TEST 71] CRDT - Key Declaration...
  Key declaration verified

Chunk Summary

This is a report of 77 passed tests for CRDTs and the initiation of a Kraft Feature Combination Fuzzer with specific configurations.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text is a factual report of test results and does not contain any elements intended to be humorous.
Helpfulness	8	The text clearly and concisely reports the status of multiple tests, indicating that all 77 tests passed. It also provides details about a fuzzer configuration.
Aggression	0	The text is a neutral, technical report and exhibits no signs of negativity, anger, or depression.
Spiciness	0	The content is entirely professional and technical, with no offensive or inappropriate material.

Show Original Text

  ✓ PASSED

[TEST 72] CRDT - LWW Register...
  LWW Register verified
  ✓ PASSED

[TEST 73] CRDT - G-Counter...
  G-Counter verified
  ✓ PASSED

[TEST 74] CRDT - PN-Counter...
  PN-Counter verified
  ✓ PASSED

[TEST 75] CRDT - G-Set...
  G-Set verified
  ✓ PASSED

[TEST 76] CRDT - OR-Set...
  OR-Set verified
  ✓ PASSED

[TEST 77] CRDT - String Helpers...
  String helpers verified
  ✓ PASSED

=======================================================
   Test Results:                                       
   Total:  77                                          
   Passed: 77                                          
   Failed: 0                                          
=======================================================
```

```haskell
=======================================================
   Kraft Feature Combination Fuzzer                   
=======================================================

[FUZZ-COMBO] Starting Feature Combination Fuzzer
[FUZZ-COMBO] Config: 5 nodes, 1000 ops/combo, 16 combinations
[FUZZ-COMBO] Base seed: 1766105956

[FUZZ-COMBO] Combination 1/16: [LT:Y RI:Y BAT:N BP:Y SES:Y WIT:Y AC:N SNP:N]

Chunk Summary

This log details a series of leader elections and commits within a distributed cluster, showing nodes being promoted to leader and subsequent log truncations.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries describing a distributed system's consensus protocol. There is no attempt at humor or wit.
Helpfulness	2	The text provides a raw, albeit cryptic, record of a distributed system's state transitions and leadership elections. For someone intimately familiar with the specific system and its logging format, it might offer some diagnostic clues. However, it lacks context, explanations, or actionable advice for a general audience or even most developers.
Aggression	0	The log entries are factual and descriptive, containing no emotional tone or negative sentiment.
Spiciness	0	The content is purely technical and neutral in tone, devoid of any potentially offensive or unprofessional language.

Show Original Text

[ELECTION] Node runId=1766105956784991: votes=1, need=3, cluster=5
[PROMOTE] Node 2519767903 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=0 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=0 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956786121: votes=1, need=3, cluster=5
[PROMOTE] Node 2519769033 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=2 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956785946: votes=1, need=3, cluster=5
[PROMOTE] Node 2519768858 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956786121: votes=1, need=3, cluster=5
[PROMOTE] Node 2519769033 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956786196: votes=1, need=3, cluster=5
[PROMOTE] Node 2519769108 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=5 truncating from idx=4 (commitIdx=1) newTerm=5 from leader
[TRUNCATE] node=3 term=5 truncating from idx=4 (commitIdx=3) newTerm=5 from leader
[LEADER-COMMIT] leader=4 term=5 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)

Chunk Summary

This text consists of technical log entries detailing election processes, leader promotions, and commit operations within a distributed system's consensus protocol.

Chunk Ratings

Metric	Score	Reason
Humor	1	The text is purely technical log data with no attempt at humor or creative phrasing. The single instance of "PASSED" could be seen as a very dry, unintentional humorous understatement in a different context, but here it's just an outcome.
Helpfulness	8	The text provides clear, structured information about a distributed system's consensus protocol (likely Raft or a similar algorithm). It details election events, leader promotions, and commit operations, which is highly useful for debugging and understanding system behavior. The format is consistent and easy to parse for someone familiar with these logs.
Aggression	0	The text is entirely neutral and objective, reporting on system events without any emotional tone or negativity.
Spiciness	0	This is standard, non-offensive technical logging information. There is absolutely no content that could be considered spicy or offensive.

Show Original Text

[ELECTION] Node runId=1766105956786121: votes=1, need=3, cluster=5
[PROMOTE] Node 2519769033 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=6 truncating from idx=5 (commitIdx=4) newTerm=6 from leader
[LEADER-COMMIT] leader=3 term=6 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956785946: votes=1, need=3, cluster=5
[PROMOTE] Node 2519768858 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=7 truncating from idx=6 (commitIdx=5) newTerm=7 from leader
[LEADER-COMMIT] leader=1 term=7 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=7 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956785946: votes=1, need=3, cluster=5
[PROMOTE] Node 2519768858 becoming LEADER in term 8 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 2/16: [LT:Y RI:N BAT:Y BP:Y SES:Y WIT:N AC:Y SNP:Y]
[ELECTION] Node runId=1766105956832535: votes=1, need=3, cluster=5
[PROMOTE] Node 2519815447 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=4 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)

Chunk Summary

This log snippet details leader election, log commits, and node truncations within a distributed system's operational cycles.

Chunk Ratings

Metric	Score	Reason
Humor	1	The text is highly technical and consists of log entries. There is no attempt at humor or creative language.
Helpfulness	8	The text provides a clear and concise log of events within a distributed system, likely related to a consensus algorithm like Raft. It details leader election, commitment of logs, and truncation, which are crucial for understanding system state and debugging.
Aggression	0	The text is purely factual and reports system events without any emotional or negative tone.
Spiciness	0	The text is highly technical and professional, devoid of any offensive or inappropriate content.

Show Original Text

[LEADER-COMMIT] leader=4 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956832446: votes=1, need=3, cluster=5
[PROMOTE] Node 2519815358 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=2 truncating from idx=3 (commitIdx=2) newTerm=2 from leader
[LEADER-COMMIT] leader=3 term=2 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956832348: votes=1, need=3, cluster=5
[PROMOTE] Node 2519815260 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=2 term=3 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=3 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=3 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956832535: votes=1, need=3, cluster=5
[PROMOTE] Node 2519815447 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=4 truncating from idx=7 (commitIdx=6) newTerm=4 from leader
[ELECTION] Node runId=1766105956832348: votes=1, need=3, cluster=5
[PROMOTE] Node 2519815260 becoming LEADER in term 5 with 3/3 votes (cluster=5)

Chunk Summary

This text comprises technical log entries detailing node status, election events, and commit operations within a distributed system.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log messages that are purely informational and lack any comedic elements.
Helpfulness	5	The text provides a series of log entries detailing node actions, elections, and commits within a distributed system. While not directly actionable instructions, it offers insight into system state and behavior, which can be helpful for debugging or understanding operational flow.
Aggression	1	The log entries are neutral and descriptive. The term "truncating" might imply a removal process, but in this context, it's a technical operation without negative emotional connotation. The presence of a single "PASSED" message is positive.
Spiciness	0	The text is entirely professional and technical, containing no offensive or inappropriate content.

Show Original Text

[TRUNCATE] node=4 term=5 truncating from idx=8 (commitIdx=5) newTerm=5 from leader
[ELECTION] Node runId=1766105956832535: votes=1, need=3, cluster=5
[PROMOTE] Node 2519815447 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956831986: votes=1, need=3, cluster=5
[PROMOTE] Node 2519814898 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=7 truncating from idx=7 (commitIdx=6) newTerm=7 from leader
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 3/16: [LT:N RI:Y BAT:Y BP:Y SES:Y WIT:Y AC:N SNP:N]
[ELECTION] Node runId=1766105956875244: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858156 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875154: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858066 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=2 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956874958: votes=1, need=3, cluster=5
[PROMOTE] Node 2519857870 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875244: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858156 becoming LEADER in term 4 with 3/3 votes (cluster=5)

Chunk Summary

This text logs a series of events in a distributed system, including leader elections, commits, and truncations across various terms and nodes.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of log entries, which are purely functional and lack any attempt at humor.
Helpfulness	8	The text provides a clear and detailed chronological log of events within a distributed system, likely related to a consensus algorithm like Raft. It shows leader election, commits, and truncations, which are crucial for understanding system state and debugging.
Aggression	1	The logs are neutral and purely informational, with no discernible negative or aggressive sentiment. The slight score is due to the nature of system events which, while not aggressive, are a record of changes and potential issues.
Spiciness	0	The text is technical log data and contains no offensive or unprofessional content.

Show Original Text

[LEADER-COMMIT] leader=2 term=4 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=4 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=4 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956875392: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858304 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=5 truncating from idx=5 (commitIdx=4) newTerm=5 from leader
[LEADER-COMMIT] leader=4 term=5 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=5 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956875322: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858234 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=6 truncating from idx=7 (commitIdx=6) newTerm=6 from leader
[LEADER-COMMIT] leader=3 term=6 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956875244: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858156 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875392: votes=1, need=3, cluster=5

Chunk Summary

This text logs the status of a distributed system, detailing node leadership changes, election events, and commit operations within specific terms and vote counts.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log messages with no discernible humor or attempt at wit.
Helpfulness	7	The text provides specific technical details about a distributed system, including node promotions, election statuses, and commit indices. This is valuable for debugging and understanding system state for those familiar with such logs.
Aggression	0	The log entries are purely informational and do not contain any negative, angry, or depressive language.
Spiciness	0	The content is strictly technical and professional, lacking any offensive or unprofessional elements.

Show Original Text

[PROMOTE] Node 2519858304 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=8 truncating from idx=9 (commitIdx=5) newTerm=8 from leader
[ELECTION] Node runId=1766105956875244: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858156 becoming LEADER in term 9 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875392: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858304 becoming LEADER in term 10 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875322: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858234 becoming LEADER in term 11 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875244: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858156 becoming LEADER in term 12 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956875244: votes=1, need=3, cluster=5
[PROMOTE] Node 2519858156 becoming LEADER in term 13 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 4/16: [LT:Y RI:Y BAT:Y BP:Y SES:N WIT:N AC:Y SNP:N]
[ELECTION] Node runId=1766105956916226: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899138 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)

Chunk Summary

This text logs a series of distributed system events, detailing leader elections, promotions, and state updates across multiple terms within a cluster.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries with no discernible humor.
Helpfulness	10	This text provides a clear and detailed log of distributed system events, specifically relating to leader election and promotion in a clustered environment. It's highly useful for debugging and understanding system state.
Aggression	0	The text is purely factual and descriptive, lacking any emotional or aggressive content.
Spiciness	0	The text is professional and technical, containing no offensive or inappropriate language.

Show Original Text

[LEADER-COMMIT] leader=1 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956916051: votes=1, need=3, cluster=5
[PROMOTE] Node 2519898963 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956916051: votes=1, need=3, cluster=5
[PROMOTE] Node 2519898963 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956916316: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899228 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=4 truncating from idx=3 (commitIdx=2) newTerm=4 from leader
[ELECTION] Node runId=1766105956916226: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899138 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956916316: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899228 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956916226: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899138 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956916316: votes=1, need=3, cluster=5
[PROMOTE] Node 2519899228 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956916226: votes=1, need=3, cluster=5

Chunk Summary

This log details cluster leadership elections and fuzzy combination results within a system, indicating successful promotions and vote counts.

Chunk Ratings

Metric	Score	Reason
Humor	0	This text is a log of technical events and contains no attempts at humor.
Helpfulness	7	The text provides specific technical details about cluster leadership elections and fuzzy combinations, which would be useful for a system administrator or developer monitoring the system. However, it lacks context for an external observer.
Aggression	0	The text is purely informational and reports on system events without any emotional tone or negative sentiment.
Spiciness	0	The content is strictly technical and professional, with no offensive or inappropriate language.

Show Original Text

[PROMOTE] Node 2519899138 becoming LEADER in term 9 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 5/16: [LT:Y RI:Y BAT:N BP:Y SES:N WIT:N AC:Y SNP:Y]
[ELECTION] Node runId=1766105956964118: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947030 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956964200: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947112 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=2 term=2 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956964267: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947179 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956964200: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947112 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956964200: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947112 becoming LEADER in term 5 with 3/3 votes (cluster=5)

Chunk Summary

This log details a distributed system's leader election and data commitment process, showing nodes vying for leadership, subsequent truncation of logs, and successful leader commits over several terms.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text is a series of technical log entries related to a distributed system's consensus protocol. There is no attempt at humor, wit, or any form of comedic expression.
Helpfulness	8	The text provides a clear and structured log of events in a distributed system's leader election and commitment process. It's highly helpful for debugging and understanding the state transitions within the system, especially for someone familiar with consensus algorithms like Raft.
Aggression	0	The log entries are purely factual and describe system operations. There is no expression of negative emotions, conflict, or any form of aggression.
Spiciness	0	The text is strictly technical and devoid of any language that could be considered offensive, provocative, or unprofessional.

Show Original Text

[ELECTION] Node runId=1766105956964267: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947179 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956963950: votes=1, need=3, cluster=5
[PROMOTE] Node 2519946862 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=7 truncating from idx=5 (commitIdx=4) newTerm=7 from leader
[TRUNCATE] node=3 term=7 truncating from idx=5 (commitIdx=4) newTerm=7 from leader
[LEADER-COMMIT] leader=0 term=7 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956964267: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947179 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[TRUNCATE] node=0 term=8 truncating from idx=6 (commitIdx=5) newTerm=8 from leader
[LEADER-COMMIT] leader=3 term=8 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=8 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956963950: votes=1, need=3, cluster=5
[PROMOTE] Node 2519946862 becoming LEADER in term 9 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956964267: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947179 becoming LEADER in term 10 with 3/3 votes (cluster=5)

Chunk Summary

This log excerpt details distributed system operations including node elections, leader promotions, and commit actions across multiple terms and clusters, along with fuzzy test combination information.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries without any discernible attempts at humor.
Helpfulness	8	This text provides detailed, real-time operational data for a distributed system, specifically relating to elections, leader promotion, and commit operations. It's highly valuable for debugging and monitoring.
Aggression	0	The log entries are factual and descriptive, containing no expressions of negativity, anger, or hostility.
Spiciness	0	The content is strictly technical and professional, devoid of any offensive or inappropriate language.

Show Original Text

[ELECTION] Node runId=1766105956964200: votes=1, need=3, cluster=5
[PROMOTE] Node 2519947112 becoming LEADER in term 11 with 3/3 votes (cluster=5)
[TRUNCATE] node=0 term=11 truncating from idx=8 (commitIdx=6) newTerm=11 from leader
[TRUNCATE] node=3 term=11 truncating from idx=8 (commitIdx=7) newTerm=11 from leader
[LEADER-COMMIT] leader=2 term=11 committing idx=8 (remotelyLogged=2 +1leader = 3, need=3)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 6/16: [LT:Y RI:Y BAT:Y BP:Y SES:Y WIT:N AC:N SNP:Y]
[ELECTION] Node runId=1766105956998281: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981193 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=0 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956998584: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981496 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=2 term=2 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105956998662: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981574 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956998734: votes=1, need=3, cluster=5

Chunk Summary

This log details node promotions to leadership positions within a cluster, alongside election statuses and leader commit operations, indicating system activity and consensus building.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical logs and status updates with no discernible attempt at humor.
Helpfulness	7	The text provides clear, albeit technical, information about node promotions and election statuses within a cluster, which would be valuable for system administrators or developers monitoring the system.
Aggression	0	The text is purely informative and neutral, lacking any emotional tone or negativity.
Spiciness	0	The content is technical and factual, with no elements that could be considered offensive or unprofessional.

Show Original Text

[PROMOTE] Node 2519981646 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956998662: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981574 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956998584: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981496 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105956998662: votes=1, need=3, cluster=5
[PROMOTE] Node 2519981574 becoming LEADER in term 7 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 7/16: [LT:N RI:Y BAT:Y BP:Y SES:Y WIT:N AC:Y SNP:N]
[ELECTION] Node runId=1766105957049936: votes=1, need=3, cluster=5
[PROMOTE] Node 2520032848 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)

Chunk Summary

This text logs a series of leader elections and log commitments within a distributed system's cluster.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries with no attempt at humor.
Helpfulness	10	The log entries provide a clear and detailed chronological record of events within a distributed system, specifically related to leader election and log commitment, which is highly valuable for debugging and understanding system behavior.
Aggression	0	The text is purely informational and lacks any emotional tone, positive or negative.
Spiciness	0	The text is professional and technical, containing no offensive or inappropriate content.

Show Original Text

[ELECTION] Node runId=1766105957050157: votes=1, need=3, cluster=5
[PROMOTE] Node 2520033069 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=2 truncating from idx=6 (commitIdx=5) newTerm=2 from leader
[LEADER-COMMIT] leader=4 term=2 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=8 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957050022: votes=1, need=3, cluster=5
[PROMOTE] Node 2520032934 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=2 term=3 committing idx=9 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957049936: votes=1, need=3, cluster=5
[PROMOTE] Node 2520032848 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=4 truncating from idx=10 (commitIdx=9) newTerm=4 from leader
[LEADER-COMMIT] leader=1 term=4 committing idx=10 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=4 committing idx=11 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957050092: votes=1, need=3, cluster=5

Chunk Summary

This log details a series of leader elections, commits, and truncations within a distributed system, indicating progress and status updates.

Chunk Ratings

Metric	Score	Reason
Humor	1	The text is a technical log with no discernible attempts at humor. The single point reflects a complete lack of humor.
Helpfulness	8	This text provides specific, actionable information about a distributed system's state, including leader elections, commit indices, and truncation events. It's highly useful for debugging and monitoring.
Aggression	0	The text is purely informational and lacks any emotional tone, negativity, or aggression.
Spiciness	0	This is a technical log and contains no offensive or inappropriate content.

Show Original Text

[PROMOTE] Node 2520033004 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957050092: votes=1, need=3, cluster=5
[PROMOTE] Node 2520033004 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=6 truncating from idx=12 (commitIdx=11) newTerm=6 from leader
[LEADER-COMMIT] leader=3 term=6 committing idx=12 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957050022: votes=1, need=3, cluster=5
[PROMOTE] Node 2520032934 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=7 truncating from idx=13 (commitIdx=12) newTerm=7 from leader
[LEADER-COMMIT] leader=2 term=7 committing idx=13 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957049936: votes=1, need=3, cluster=5
[PROMOTE] Node 2520032848 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=8 truncating from idx=14 (commitIdx=13) newTerm=8 from leader
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 8/16: [LT:N RI:N BAT:N BP:Y SES:Y WIT:N AC:Y SNP:N]
[ELECTION] Node runId=1766105957092783: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075695 becoming LEADER in term 1 with 3/3 votes (cluster=5)

Chunk Summary

The provided text consists of technical log entries detailing leader election, log commitment, and truncation events within a distributed system.

Chunk Ratings

Metric	Score	Reason
Humor	0	This text consists of technical log entries and does not contain any elements intended to be humorous.
Helpfulness	7	The log entries provide detailed information about a distributed system's consensus protocol (likely Raft or a similar implementation), showing leader election, commitment of log entries, and truncation. For someone familiar with such systems, this is highly informative. However, it lacks explanatory text, making it less helpful to a general audience.
Aggression	0	The text is purely informational and does not express any negative emotions, anger, or conflict.
Spiciness	0	The content is technical and devoid of any offensive or inappropriate language.

Show Original Text

[LEADER-COMMIT] leader=3 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957092857: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075769 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=2 truncating from idx=2 (commitIdx=1) newTerm=2 from leader
[LEADER-COMMIT] leader=4 term=2 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=8 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=9 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=10 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957092425: votes=1, need=3, cluster=5

Chunk Summary

The text logs indicate a distributed system undergoing leadership changes and commit operations across several terms within a cluster.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log messages with no discernible attempt at humor.
Helpfulness	7	The text provides specific, albeit technical, operational data about a distributed system's state, including leadership changes, commit indexes, and election statuses, which can be useful for debugging or monitoring.
Aggression	0	The text is purely factual and descriptive, lacking any emotional content or aggressive tone.
Spiciness	0	The language is entirely technical and professional, with no offensive or inappropriate content.

Show Original Text

[PROMOTE] Node 2520075337 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=3 truncating from idx=11 (commitIdx=10) newTerm=3 from leader
[LEADER-COMMIT] leader=0 term=3 committing idx=11 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=0 term=3 committing idx=12 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957092783: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075695 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=4 committing idx=13 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=4 committing idx=14 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=4 committing idx=15 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957092705: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075617 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=5 truncating from idx=16 (commitIdx=15) newTerm=5 from leader
[ELECTION] Node runId=1766105957092783: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075695 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957092857: votes=1, need=3, cluster=5

Chunk Summary

This log details node promotions, election statuses, and commit operations within a distributed system, indicating successful leader election and data handling.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log messages without any elements of humor.
Helpfulness	8	The text provides clear and specific information about system events like node promotions, elections, and commit statuses, which is highly useful for system monitoring and debugging.
Aggression	0	The text is purely factual and objective, containing no emotional or aggressive language.
Spiciness	0	The text is professional and technical, devoid of any offensive or inappropriate content.

Show Original Text

[PROMOTE] Node 2520075769 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957092783: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075695 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957092857: votes=1, need=3, cluster=5
[PROMOTE] Node 2520075769 becoming LEADER in term 9 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 9/16: [LT:Y RI:Y BAT:Y BP:N SES:Y WIT:N AC:Y SNP:N]
[ELECTION] Node runId=1766105957144093: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127005 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=1 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957144184: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127096 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=2 truncating from idx=5 (commitIdx=4) newTerm=2 from leader

Chunk Summary

This log data details leader elections and log truncation events within a distributed system across multiple terms.

Chunk Ratings

Metric	Score	Reason
Humor	0	This text consists of technical log entries and contains no elements intended to be humorous.
Helpfulness	3	The text provides a chronological record of distributed system events like leader elections and log commits. While informative for debugging or understanding system state, it lacks explicit explanations or actionable advice for a broader audience.
Aggression	0	The text is purely factual and technical, with no emotional content or expressions of negativity.
Spiciness	0	The content is highly technical log data and contains no offensive or unprofessional language.

Show Original Text

[LEADER-COMMIT] leader=2 term=2 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957144259: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127171 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=3 truncating from idx=6 (commitIdx=5) newTerm=3 from leader
[LEADER-COMMIT] leader=3 term=3 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957144093: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127005 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=4 truncating from idx=7 (commitIdx=6) newTerm=4 from leader
[LEADER-COMMIT] leader=1 term=4 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957144259: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127171 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=5 truncating from idx=9 (commitIdx=7) newTerm=5 from leader
[ELECTION] Node runId=1766105957144184: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127096 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=6 truncating from idx=8 (commitIdx=7) newTerm=6 from leader
[TRUNCATE] node=3 term=6 truncating from idx=8 (commitIdx=7) newTerm=6 from leader

Chunk Summary

This text is a series of technical log entries detailing leader election, commits, and truncations within a distributed system, alongside a test outcome.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries and does not contain any elements of humor.
Helpfulness	7	The text provides a clear chronological record of distributed system events, including leader election, commits, and truncations, which is helpful for debugging and understanding system state. However, it lacks explanatory text for a perfect score.
Aggression	0	The log entries are purely informational and display no signs of negativity, anger, or distress.
Spiciness	0	The text is strictly technical and professional, containing no offensive or inappropriate content.

Show Original Text

[LEADER-COMMIT] leader=2 term=6 committing idx=8 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=6 committing idx=9 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=6 committing idx=10 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=2 term=6 committing idx=11 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957144093: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127005 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=7 truncating from idx=12 (commitIdx=11) newTerm=7 from leader
[ELECTION] Node runId=1766105957144184: votes=1, need=3, cluster=5
[PROMOTE] Node 2520127096 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=8 truncating from idx=13 (commitIdx=10) newTerm=8 from leader
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 10/16: [LT:Y RI:Y BAT:N BP:Y SES:Y WIT:Y AC:Y SNP:N]
[ELECTION] Node runId=1766105957183880: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166792 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)

Chunk Summary

This log data details election and leadership changes within a distributed cluster, along with node truncation and commit operations.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries that are devoid of any humor or comedic intent.
Helpfulness	5	This text provides raw log data related to a distributed system's consensus protocol (likely Raft). While not directly actionable for a non-technical user, it's highly helpful for debugging and understanding the system's state for those familiar with such logs.
Aggression	0	The log entries are purely informational and do not contain any emotional content, negativity, or aggression.
Spiciness	0	The text is strictly technical and professional, with no offensive or inappropriate content.

Show Original Text

[ELECTION] Node runId=1766105957183948: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166860 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=2 truncating from idx=2 (commitIdx=1) newTerm=2 from leader
[LEADER-COMMIT] leader=4 term=2 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957183540: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166452 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=3 truncating from idx=3 (commitIdx=2) newTerm=3 from leader
[LEADER-COMMIT] leader=0 term=3 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957183880: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166792 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183540: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166452 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183540: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166452 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183880: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166792 becoming LEADER in term 7 with 3/3 votes (cluster=5)

Chunk Summary

This log data details node elections, leader promotions, and commit operations within a cluster, indicating successful process completions and invariant checks.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries and does not contain any attempts at humor.
Helpfulness	2	This text is highly technical log data. While it provides specific information about system processes like elections and leader promotions within a cluster, it lacks context for a general audience and is only useful to someone familiar with the underlying system architecture and logging format.
Aggression	0	The text is purely factual and descriptive, containing no emotional or aggressive language.
Spiciness	0	The content is entirely technical and professional, with no offensive or inappropriate material.

Show Original Text

[ELECTION] Node runId=1766105957183540: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166452 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183880: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166792 becoming LEADER in term 9 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183540: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166452 becoming LEADER in term 10 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957183880: votes=1, need=3, cluster=5
[PROMOTE] Node 2520166792 becoming LEADER in term 11 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 11/16: [LT:Y RI:Y BAT:Y BP:Y SES:N WIT:N AC:Y SNP:Y]
[ELECTION] Node runId=1766105957226706: votes=1, need=3, cluster=5
[PROMOTE] Node 2520209618 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=0 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=0 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=0 term=1 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957226706: votes=1, need=3, cluster=5

Chunk Summary

The provided text details system events including node promotions to leader, election statuses, leader commits, and a truncate operation, along with fuzzing combination information.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries and contains no elements of humor.
Helpfulness	8	The text provides clear, concise, and actionable information about node leadership changes, election statuses, and commits within a distributed system. It's highly useful for monitoring and debugging such systems.
Aggression	0	The log entries are purely factual and report on system events without any emotional or aggressive tone.
Spiciness	0	The text is strictly professional and technical, containing no offensive or inappropriate content.

Show Original Text

[PROMOTE] Node 2520209618 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957226911: votes=1, need=3, cluster=5
[PROMOTE] Node 2520209823 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=3 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=3 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=3 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957226911: votes=1, need=3, cluster=5
[PROMOTE] Node 2520209823 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957226971: votes=1, need=3, cluster=5
[PROMOTE] Node 2520209883 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957226785: votes=1, need=3, cluster=5
[PROMOTE] Node 2520209697 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=6 truncating from idx=8 (commitIdx=5) newTerm=6 from leader
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 12/16: [LT:Y RI:N BAT:Y BP:Y SES:N WIT:Y AC:Y SNP:Y]
[ELECTION] Node runId=1766105957291042: votes=1, need=3, cluster=5

Chunk Summary

This text is a log of distributed system events detailing node leadership elections and state changes within a cluster.

Chunk Ratings

Metric	Score	Reason
Humor	0	This text consists of technical log entries and lacks any discernible attempt at humor or creative expression.
Helpfulness	7	The text provides a clear, albeit technical, record of cluster leadership and election events, which could be helpful for debugging or auditing purposes in a distributed system context.
Aggression	0	The text is purely informational, presenting system events without any emotional tone or negativity.
Spiciness	0	This is a collection of system log messages, which are by nature professional and devoid of any offensive content.

Show Original Text

[PROMOTE] Node 2520273954 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957291042: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273954 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=2 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957290862: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273774 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=3 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=3 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957290960: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273872 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=4 truncating from idx=6 (commitIdx=4) newTerm=4 from leader
[ELECTION] Node runId=1766105957290862: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273774 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957290862: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273774 becoming LEADER in term 6 with 3/3 votes (cluster=5)

Chunk Summary

System logs detail cluster elections, node promotions to leader, and commit operations across various terms and indices.

Chunk Ratings

Metric	Score	Reason
Humor	0	This text is a log of system events and contains no humorous content.
Helpfulness	7	This text provides a detailed log of system state changes, including elections, promotions, and commits, which can be helpful for debugging and understanding system behavior, although it requires technical knowledge to interpret.
Aggression	0	The text is purely informational and does not contain any expressions of anger, negativity, or hostility.
Spiciness	0	The content is technical log data and is entirely professional and devoid of any offensive material.

Show Original Text

[ELECTION] Node runId=1766105957290960: votes=1, need=3, cluster=5
[PROMOTE] Node 2520273872 becoming LEADER in term 7 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 13/16: [LT:Y RI:Y BAT:N BP:Y SES:N WIT:N AC:Y SNP:Y]
[ELECTION] Node runId=1766105957341068: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323980 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957341141: votes=1, need=3, cluster=5
[PROMOTE] Node 2520324053 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=4 term=2 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957340990: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323902 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957340900: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323812 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=4 truncating from idx=4 (commitIdx=3) newTerm=4 from leader

Chunk Summary

This log snippet details distributed system events including node elections, leader promotions, and commit operations within specific terms and clusters.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries with no discernible humor or creative interpretation.
Helpfulness	6	The log entries provide specific details about system operations, including election processes, node promotions, and commit statuses. While not a narrative explanation, this data is helpful for diagnosing system behavior in a technical context.
Aggression	0	The text is purely informational and factual, containing no emotionally charged language or negative sentiment.
Spiciness	0	The content is entirely technical and professional, lacking any offensive or informal language.

Show Original Text

[ELECTION] Node runId=1766105957340900: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323812 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957340990: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323902 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957340900: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323812 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957340990: votes=1, need=3, cluster=5
[PROMOTE] Node 2520323902 becoming LEADER in term 8 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 14/16: [LT:N RI:Y BAT:Y BP:Y SES:Y WIT:N AC:Y SNP:N]
[ELECTION] Node runId=1766105957375674: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358586 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=4 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957375269: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358181 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=2 truncating from idx=3 (commitIdx=2) newTerm=2 from leader

Chunk Summary

System logs show frequent leader elections and promotions within a distributed cluster over several terms.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of system logs detailing distributed consensus protocol events, lacking any elements of humor or wit.
Helpfulness	8	The logs provide a clear and detailed chronological record of election and leadership changes within a distributed system, useful for debugging and understanding cluster behavior.
Aggression	0	The text is purely informational and objective, with no indication of negativity, anger, or distress.
Spiciness	0	The text is technical and neutral, containing no offensive or provocative content.

Show Original Text

[LEADER-COMMIT] leader=1 term=2 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957375674: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358586 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957375471: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358383 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=4 truncating from idx=5 (commitIdx=2) newTerm=4 from leader
[ELECTION] Node runId=1766105957375674: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358586 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=2 term=5 truncating from idx=6 (commitIdx=2) newTerm=5 from leader
[ELECTION] Node runId=1766105957375471: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358383 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957375269: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358181 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957375674: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358586 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957375269: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358181 becoming LEADER in term 9 with 3/3 votes (cluster=5)

Chunk Summary

This text logs system events related to leader elections and promotions within a distributed cluster, detailing vote counts, node promotions, and commit operations.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries that are purely informational and lack any humorous intent or creative expression.
Helpfulness	7	The log entries provide a clear, albeit technical, overview of a distributed system's election and promotion processes, including vote counts, leader selections, and commit statuses. This is helpful for debugging and understanding system state.
Aggression	0	The text is objective and factual, describing system operations without any emotional or negative sentiment.
Spiciness	0	The content is entirely technical log data, professional in nature and devoid of any offensive or inappropriate material.

Show Original Text

[ELECTION] Node runId=1766105957375674: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358586 becoming LEADER in term 10 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957375269: votes=1, need=3, cluster=5
[PROMOTE] Node 2520358181 becoming LEADER in term 11 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 15/16: [LT:Y RI:Y BAT:N BP:Y SES:N WIT:N AC:N SNP:Y]
[ELECTION] Node runId=1766105957411389: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394301 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=0 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=0 term=1 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=0 term=1 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411798: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394710 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=4 term=2 committing idx=4 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=5 (remotelyLogged=2 +1leader = 3, need=3)

Chunk Summary

This log data details the process of leader election, commit acknowledgments, and log truncation within a distributed system's consensus protocol across multiple terms.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries with no attempt at humor or wit.
Helpfulness	7	The text provides a clear chronological sequence of events related to a distributed system's consensus protocol (likely Raft). It details leader election, commits, and log truncation, which is highly informative for debugging or understanding system state. However, it lacks explanatory context for someone unfamiliar with such logs.
Aggression	0	The log entries are factual and neutral, containing no emotional content, negativity, or anger.
Spiciness	0	The text is strictly technical and professional, with no offensive or inappropriate language.

Show Original Text

[LEADER-COMMIT] leader=4 term=2 committing idx=6 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=7 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=4 term=2 committing idx=8 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411559: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394471 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=3 truncating from idx=9 (commitIdx=8) newTerm=3 from leader
[TRUNCATE] node=4 term=3 truncating from idx=9 (commitIdx=8) newTerm=3 from leader
[LEADER-COMMIT] leader=1 term=3 committing idx=9 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=3 committing idx=10 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=3 committing idx=11 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411718: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394630 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=4 truncating from idx=12 (commitIdx=11) newTerm=4 from leader
[LEADER-COMMIT] leader=3 term=4 committing idx=12 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411559: votes=1, need=3, cluster=5

Chunk Summary

This text provides a series of log entries detailing node leadership changes, truncations, and commit operations within a distributed cluster.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries and contains no elements of humor.
Helpfulness	7	This text provides clear, albeit highly technical, log messages detailing the state of a distributed system, likely related to a consensus algorithm like Raft. For someone familiar with these logs, it's highly informative. However, for a general audience, the technical jargon limits its broad helpfulness.
Aggression	0	The log entries are factual and descriptive, with no emotional or aggressive tone present.
Spiciness	0	The text is entirely professional and technical, lacking any offensive or inappropriate content.

Show Original Text

[PROMOTE] Node 2520394471 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=5 truncating from idx=13 (commitIdx=12) newTerm=5 from leader
[TRUNCATE] node=4 term=5 truncating from idx=13 (commitIdx=12) newTerm=5 from leader
[LEADER-COMMIT] leader=1 term=5 committing idx=13 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=5 committing idx=14 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411798: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394710 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=6 truncating from idx=15 (commitIdx=14) newTerm=6 from leader
[ELECTION] Node runId=1766105957411718: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394630 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=7 truncating from idx=15 (commitIdx=14) newTerm=7 from leader
[TRUNCATE] node=4 term=7 truncating from idx=15 (commitIdx=13) newTerm=7 from leader
[LEADER-COMMIT] leader=3 term=7 committing idx=15 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=7 committing idx=16 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=3 term=7 committing idx=17 (remotelyLogged=2 +1leader = 3, need=3)

Chunk Summary

The log data details distributed system election and leader promotion events across multiple terms and nodes within a cluster.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text is purely technical log data and contains no elements of humor.
Helpfulness	7	This text provides a clear and structured log of distributed system events, specifically related to elections and leader promotion. While it's raw data, for someone troubleshooting or monitoring such a system, it's highly informative about the state of the nodes and the consensus process.
Aggression	0	The text is neutral and objective, describing system processes without any emotional or negative tone.
Spiciness	0	The content is entirely professional and technical, with no offensive or inappropriate language.

Show Original Text

[ELECTION] Node runId=1766105957411798: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394710 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[TRUNCATE] node=3 term=8 truncating from idx=18 (commitIdx=17) newTerm=8 from leader
[LEADER-COMMIT] leader=4 term=8 committing idx=18 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411559: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394471 becoming LEADER in term 9 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=9 truncating from idx=19 (commitIdx=18) newTerm=9 from leader
[LEADER-COMMIT] leader=1 term=9 committing idx=19 (remotelyLogged=2 +1leader = 3, need=3)
[LEADER-COMMIT] leader=1 term=9 committing idx=20 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957411798: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394710 becoming LEADER in term 10 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957411718: votes=1, need=3, cluster=5
[PROMOTE] Node 2520394630 becoming LEADER in term 11 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)
[FUZZ-COMBO] Combination 16/16: [LT:N RI:Y BAT:Y BP:N SES:N WIT:N AC:Y SNP:N]
[ELECTION] Node runId=1766105957455453: votes=1, need=3, cluster=5

Chunk Summary

This log details leader election and commit events across multiple terms in a distributed system, showing node promotions and state truncations.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries without any attempts at humor or wit.
Helpfulness	7	This text provides a clear, albeit highly technical, log of distributed system events related to leader election and commits. For someone familiar with these systems, it's informative about state changes.
Aggression	0	The content is purely factual and devoid of any emotional tone, aggression, or negativity.
Spiciness	0	The text is entirely professional and technical, with no offensive or inappropriate content.

Show Original Text

[PROMOTE] Node 2520438365 becoming LEADER in term 1 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=1 term=1 committing idx=1 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957455533: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438445 becoming LEADER in term 2 with 3/3 votes (cluster=5)
[TRUNCATE] node=1 term=2 truncating from idx=2 (commitIdx=1) newTerm=2 from leader
[LEADER-COMMIT] leader=2 term=2 committing idx=2 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957455453: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438365 becoming LEADER in term 3 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455605: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438517 becoming LEADER in term 4 with 3/3 votes (cluster=5)
[LEADER-COMMIT] leader=3 term=4 committing idx=3 (remotelyLogged=2 +1leader = 3, need=3)
[ELECTION] Node runId=1766105957455298: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438210 becoming LEADER in term 5 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455670: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438582 becoming LEADER in term 6 with 3/3 votes (cluster=5)
[TRUNCATE] node=0 term=6 truncating from idx=4 (commitIdx=0) newTerm=6 from leader

Chunk Summary

The provided text consists of system log entries detailing election and promotion events within a cluster, followed by a summary of a fuzz-combo test run indicating all combinations passed.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of highly technical log entries and summary statistics, containing no elements of humor.
Helpfulness	2	The text provides raw log data and a brief summary of a test run. While it contains information about system events, it lacks context or interpretation, making it only marginally helpful without further analysis.
Aggression	0	The text is purely objective and technical, detailing system operations without any emotional or negative tone.
Spiciness	0	The content is strictly technical log data and a test summary, exhibiting no offensive or unprofessional language.

Show Original Text

[ELECTION] Node runId=1766105957455298: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438210 becoming LEADER in term 7 with 3/3 votes (cluster=5)
[TRUNCATE] node=4 term=7 truncating from idx=7 (commitIdx=0) newTerm=7 from leader
[ELECTION] Node runId=1766105957455670: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438582 becoming LEADER in term 8 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455605: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438517 becoming LEADER in term 9 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455605: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438517 becoming LEADER in term 10 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455298: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438210 becoming LEADER in term 11 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455670: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438582 becoming LEADER in term 12 with 3/3 votes (cluster=5)
[ELECTION] Node runId=1766105957455298: votes=1, need=3, cluster=5
[PROMOTE] Node 2520438210 becoming LEADER in term 13 with 3/3 votes (cluster=5)
  -> PASSED (1000 ops, 21 invariant checks)

[FUZZ-COMBO] ==========================================
[FUZZ-COMBO] SUMMARY
[FUZZ-COMBO] ==========================================
  Combinations tested:  16
  Combinations passed:  16

Chunk Summary

This fuzzer test executed successfully, with all combinations passing, and provides detailed logs including configuration and leader election events.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text is a technical log output with no attempt at humor.
Helpfulness	8	This text provides detailed status and configuration information for a fuzzer test, indicating success and providing parameters for reproduction.
Aggression	0	The text is neutral technical reporting and contains no negative or aggressive sentiment.
Spiciness	0	The text is purely technical and contains no offensive or unprofessional content.

Show Original Text

  Combinations failed:  0
  Total operations:     16000
  Total invariants:     336
  Violations:           0
[FUZZ-COMBO] ==========================================


=======================================================
   Overall Result: PASSED (all combinations passed)
   Seed: 1766105956  (reproduce with: -s 1766105956 -n 5 -c 16)
=======================================================
```

```
=======================================================
   Kraft Chaos-Enhanced Fuzzer                        
=======================================================

Configuration:
  Nodes:        27
  Scenario:     mixed
  Max ops:      4000
  Max time:     300 s
  Seed:         1766106261
  Dynamic:      yes (escalating)

[ELECTION] Node runId=1766106261011813: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994725 becoming LEADER in term 1 with 14/14 votes (cluster=27)
[LEADER-COMMIT] leader=22 term=1 committing idx=1 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=2 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=3 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=4 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=5 (remotelyLogged=13 +1leader = 14, need=14)

Chunk Summary

This text presents a series of log entries detailing leader commit actions with associated numerical values.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries with no discernible attempt at humor or creative expression.
Helpfulness	1	While the text contains data points, its lack of context or explanation makes it largely unhelpful to anyone without specific knowledge of the system it pertains to. It's purely raw output.
Aggression	0	The text is purely factual and transactional, devoid of any emotional tone, including aggression.
Spiciness	0	The text is extremely professional and technical, containing no offensive or inappropriate content.

Show Original Text

[LEADER-COMMIT] leader=22 term=1 committing idx=6 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=7 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=8 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=9 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=10 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=11 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=12 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=13 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=14 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=15 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=16 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=17 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=18 (remotelyLogged=13 +1leader = 14, need=14)

Chunk Summary

This is a repetitive series of log entries indicating leader commit actions with associated technical parameters.

Chunk Ratings

Metric	Score	Reason
Humor	0	This text consists of highly technical log entries and contains no elements of humor or wit.
Helpfulness	1	The text is a series of log entries that may be useful for debugging or system monitoring, but it provides no direct actionable information for a general user.
Aggression	0	The text is purely informational log data and displays no emotional tone, including aggression.
Spiciness	0	The text is devoid of any subjective or offensive content, maintaining a strictly neutral and technical tone.

Show Original Text

[LEADER-COMMIT] leader=22 term=1 committing idx=19 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=20 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=21 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=22 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=23 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=24 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=25 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=26 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=27 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=28 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=29 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=30 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=31 (remotelyLogged=13 +1leader = 14, need=14)

Chunk Summary

The provided text consists of a series of identical log entries indicating leader commits with specific numerical values for leader, term, index, and a calculation related to remotely logged status and need.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of repetitive technical log entries with no attempt at humor or wit.
Helpfulness	0	This text provides raw, uninterpreted log data. Without context or explanation, it is not actionable or helpful to a general user.
Aggression	0	The text is purely technical data and exhibits no emotional tone, positive or negative.
Spiciness	0	The content is devoid of any subjective or potentially offensive language, adhering strictly to a technical format.

Show Original Text

[LEADER-COMMIT] leader=22 term=1 committing idx=32 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=33 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=34 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=35 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=36 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=37 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=38 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=39 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=40 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=41 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=42 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=43 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=44 (remotelyLogged=13 +1leader = 14, need=14)

Chunk Summary

This text is a series of log entries detailing "LEADER-COMMIT" events with associated numerical parameters.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries with no attempt at humor or wit.
Helpfulness	1	The text provides specific technical data points related to a "LEADER-COMMIT" process, which might be helpful for debugging or monitoring a system. However, without context on what "LEADER-COMMIT," "leader," "term," "idx," "remotelyLogged," and "need" represent, its practical helpfulness is severely limited.
Aggression	0	The text is purely factual and devoid of any emotional content, negativity, or aggression.
Spiciness	0	The text is extremely professional and technical, containing no elements that could be considered offensive or inappropriate.

Show Original Text

[LEADER-COMMIT] leader=22 term=1 committing idx=45 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=46 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=47 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=48 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=49 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=50 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=51 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=52 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=53 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=54 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=55 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=56 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=57 (remotelyLogged=13 +1leader = 14, need=14)

Chunk Summary

This text consists of repeated technical log entries indicating leader commitments with associated numerical values.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries and contains no elements of humor.
Helpfulness	1	The text provides raw log data but lacks context or explanation, making it unhelpful without further interpretation.
Aggression	0	The text is purely technical data and exhibits no emotional tone, aggression, or negativity.
Spiciness	0	The text is factual technical output and does not contain any offensive or unprofessional content.

Show Original Text

[LEADER-COMMIT] leader=22 term=1 committing idx=58 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=59 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=60 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=61 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=62 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=63 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=64 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=65 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=66 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=67 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=68 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=69 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=70 (remotelyLogged=13 +1leader = 14, need=14)

Chunk Summary

This text is a series of technical log entries indicating a leader-commit process with specific values for leader, term, index, remotely logged status, and need.

Chunk Ratings

Metric	Score	Reason
Humor	0	This text consists of technical log entries with no discernible attempt at humor.
Helpfulness	1	The text provides raw log data which might be helpful to a system administrator or developer debugging a specific issue, but it lacks context or explanation for a general audience.
Aggression	0	The text is purely informational and neutral in tone.
Spiciness	0	The text is professional, technical log output with no offensive or inappropriate content.

Show Original Text

[LEADER-COMMIT] leader=22 term=1 committing idx=71 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=72 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=73 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=74 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=75 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=76 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=77 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=78 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=79 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=80 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=81 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=82 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=83 (remotelyLogged=13 +1leader = 14, need=14)

Chunk Summary

This is a series of technical log entries indicating leader commits with associated parameters and indices.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries with no discernible humor.
Helpfulness	2	While the text is structured and contains data, it lacks context for a general audience to be helpful. A developer familiar with this specific logging system might find it useful.
Aggression	0	The text is purely factual and lacks any emotional content, including aggression.
Spiciness	0	The text is entirely professional and technical, containing no offensive or inappropriate content.

Show Original Text

[LEADER-COMMIT] leader=22 term=1 committing idx=84 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=85 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=86 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=87 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=88 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=89 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=90 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=91 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=92 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=93 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=94 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=95 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=96 (remotelyLogged=13 +1leader = 14, need=14)

Chunk Summary

This log details a distributed system's process of electing a leader and committing data across nodes, indicating a successful transition and consensus.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries with no attempt at humor.
Helpfulness	8	The log entries clearly indicate a distributed system process, showing leader election and commit phases, providing specific details like leader IDs, terms, indices, votes, and cluster size. This information is highly useful for debugging and understanding the system's state.
Aggression	0	The text is neutral and descriptive, presenting technical data without any emotional tone or negativity.
Spiciness	0	The text is strictly technical and professional, containing no offensive or inappropriate content.

Show Original Text

[LEADER-COMMIT] leader=22 term=1 committing idx=97 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=98 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=99 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=100 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=101 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=22 term=1 committing idx=102 (remotelyLogged=13 +1leader = 14, need=14)
[ELECTION] Node runId=1766106261009500: votes=1, need=14, cluster=27
[PROMOTE] Node 2823992412 becoming LEADER in term 2 with 14/14 votes (cluster=27)
[LEADER-COMMIT] leader=1 term=2 committing idx=103 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=104 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=105 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=106 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=107 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=108 (remotelyLogged=13 +1leader = 14, need=14)

Chunk Summary

This log data details a distributed system's leader election and commit process, showing nodes committing data and other nodes truncating their logs based on leader actions.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of raw log entries, which are purely functional and do not contain any elements intended for humor.
Helpfulness	9	The log entries provide clear, specific, and actionable information about the state and operations of a distributed system, including leader elections, commits, and truncations, which is highly valuable for debugging and monitoring.
Aggression	0	The text is devoid of any emotional content, expressing neutral operational data without any signs of negativity, anger, or distress.
Spiciness	0	The content is technical and objective, lacking any subjective or offensive language.

Show Original Text

[LEADER-COMMIT] leader=1 term=2 committing idx=109 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=110 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=111 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=112 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=113 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=114 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=1 term=2 committing idx=115 (remotelyLogged=13 +1leader = 14, need=14)
[ELECTION] Node runId=1766106261009066: votes=1, need=14, cluster=27
[PROMOTE] Node 2823991978 becoming LEADER in term 3 with 14/14 votes (cluster=27)
[ELECTION] Node runId=1766106261011284: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994196 becoming LEADER in term 4 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=4 truncating from idx=196 (commitIdx=115) newTerm=4 from leader
[TRUNCATE] node=1 term=4 truncating from idx=196 (commitIdx=115) newTerm=4 from leader
[TRUNCATE] node=9 term=4 truncating from idx=196 (commitIdx=115) newTerm=4 from leader
[TRUNCATE] node=24 term=4 truncating from idx=196 (commitIdx=115) newTerm=4 from leader

Chunk Summary

This log data details a series of distributed system elections and leader promotions, followed by nodes truncating their logs from the new leader.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries with no discernible humor.
Helpfulness	6	The text provides a chronological record of distributed system events like elections and leader promotions, which is helpful for debugging and understanding system state. However, it lacks context or explanation for what these events signify in a broader sense.
Aggression	0	The text is purely informational and contains no emotional or aggressive content.
Spiciness	0	The text is highly professional and technical, with no offensive language or sentiment.

Show Original Text

[ELECTION] Node runId=1766106261011372: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994284 becoming LEADER in term 5 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=5 truncating from idx=155 (commitIdx=115) newTerm=5 from leader
[TRUNCATE] node=1 term=5 truncating from idx=155 (commitIdx=115) newTerm=5 from leader
[TRUNCATE] node=8 term=5 truncating from idx=155 (commitIdx=115) newTerm=5 from leader
[TRUNCATE] node=9 term=5 truncating from idx=155 (commitIdx=115) newTerm=5 from leader
[TRUNCATE] node=16 term=5 truncating from idx=155 (commitIdx=115) newTerm=5 from leader
[TRUNCATE] node=24 term=5 truncating from idx=155 (commitIdx=115) newTerm=5 from leader
[ELECTION] Node runId=1766106261011461: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994373 becoming LEADER in term 6 with 14/14 votes (cluster=27)
[ELECTION] Node runId=1766106261012166: votes=1, need=14, cluster=27
[PROMOTE] Node 2823995078 becoming LEADER in term 7 with 14/14 votes (cluster=27)
[TRUNCATE] node=18 term=7 truncating from idx=159 (commitIdx=115) newTerm=7 from leader
[ELECTION] Node runId=1766106261010635: votes=1, need=14, cluster=27
[PROMOTE] Node 2823993547 becoming LEADER in term 8 with 14/14 votes (cluster=27)
[ELECTION] Node runId=1766106261011641: votes=1, need=14, cluster=27

Chunk Summary

This technical log indicates a cluster leader change in term 9 and 10, with subsequent data truncation operations across multiple nodes.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of system logs and technical messages, lacking any discernible attempt at humor.
Helpfulness	7	The text provides specific, factual information about node promotions, leadership changes, and data truncation events within a distributed system, which is valuable for system administrators and developers monitoring its state. However, it lacks context or explanations that would make it universally helpful to a broader audience.
Aggression	0	The log entries are purely informational and objective, containing no emotional language, negativity, or expressions of anger.
Spiciness	0	The text is entirely technical and professional, devoid of any offensive or inappropriate content.

Show Original Text

[PROMOTE] Node 2823994553 becoming LEADER in term 9 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=1 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=2 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=5 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=8 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=9 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=16 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=17 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=18 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[TRUNCATE] node=24 term=9 truncating from idx=125 (commitIdx=115) newTerm=9 from leader
[ELECTION] Node runId=1766106261011016: votes=1, need=14, cluster=27
[PROMOTE] Node 2823993928 becoming LEADER in term 10 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=1 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader

Chunk Summary

The log entries detail node truncation events and a successful leader election in a distributed system, indicating progression through Raft consensus terms.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries without any attempt at humor or wit.
Helpfulness	7	The log entries provide crucial operational data for a distributed system (likely Raft consensus), indicating node states, terms, commit indices, and election results. While not directly actionable for a non-technical user, for a system administrator or developer, this information is highly valuable for diagnostics and understanding system behavior.
Aggression	0	The log entries are purely informational and devoid of any negative sentiment, anger, or frustration.
Spiciness	0	The content is highly technical and professional, with no offensive or inappropriate language.

Show Original Text

[TRUNCATE] node=2 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=5 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=8 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=9 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=16 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=17 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=18 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=20 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[TRUNCATE] node=24 term=10 truncating from idx=118 (commitIdx=115) newTerm=10 from leader
[ELECTION] Node runId=1766106261009500: votes=1, need=14, cluster=27
[PROMOTE] Node 2823992412 becoming LEADER in term 11 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=2 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=5 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=8 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader

Chunk Summary

This log snippet details system events including node truncations, an election where one node received all necessary votes, and the subsequent promotion of a new leader.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log messages with no discernible attempts at humor.
Helpfulness	5	The log entries provide specific information about a distributed system's state, including truncation events, election results, and leadership changes, which could be helpful for debugging or monitoring. However, without context or explanation, their utility is limited to those familiar with the system's logging format.
Aggression	0	The log messages are neutral and descriptive, conveying system events without any emotional or negative tone.
Spiciness	0	The text is purely technical and lacks any content that could be considered offensive or unprofessional.

Show Original Text

[TRUNCATE] node=9 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=13 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=16 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=17 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=18 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=20 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[TRUNCATE] node=24 term=11 truncating from idx=126 (commitIdx=115) newTerm=11 from leader
[ELECTION] Node runId=1766106261011898: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994810 becoming LEADER in term 12 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=1 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=2 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=5 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=8 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=9 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader

Chunk Summary

This log output details node truncations and leader commits within a distributed system, indicating the progress of operations and state synchronization.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries with no discernible humor or creative commentary.
Helpfulness	3	The logs provide specific, albeit raw, data points about a distributed system's state (like Raft consensus), which could be useful for debugging or understanding system behavior, but they lack context or explanation to be truly actionable for a broader audience.
Aggression	0	The text is purely informational and objective, devoid of any negative emotion or hostility.
Spiciness	0	The content is technical log data and contains no offensive or unprofessional language.

Show Original Text

[TRUNCATE] node=13 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=16 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=17 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=18 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=20 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=24 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[TRUNCATE] node=26 term=12 truncating from idx=116 (commitIdx=115) newTerm=12 from leader
[LEADER-COMMIT] leader=23 term=12 committing idx=116 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=117 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=118 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=119 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=120 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=121 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=122 (remotelyLogged=13 +1leader = 14, need=14)

Chunk Summary

This log snippet details a distributed system's state, showing leader commits, an election resulting in a new leader, and subsequent log truncations across several nodes.

Chunk Ratings

Metric	Score	Reason
Humor	0	This text consists of technical log entries with no discernible humor.
Helpfulness	8	The text provides clear and concise information about system events, including leader commits, election outcomes, and log truncations, which is highly useful for debugging and system monitoring.
Aggression	0	The log entries are neutral and descriptive, conveying no negative emotions or conflict.
Spiciness	0	The content is purely technical and lacks any offensive or provocative language.

Show Original Text

[LEADER-COMMIT] leader=23 term=12 committing idx=123 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=124 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=125 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=126 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=127 (remotelyLogged=13 +1leader = 14, need=14)
[LEADER-COMMIT] leader=23 term=12 committing idx=128 (remotelyLogged=13 +1leader = 14, need=14)
[ELECTION] Node runId=1766106261010533: votes=1, need=14, cluster=27
[PROMOTE] Node 2823993445 becoming LEADER in term 13 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=1 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=2 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=5 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=9 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=13 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader

Chunk Summary

This log data shows nodes truncating data in term 13, followed by an election where Node 2823994810 becomes the leader in term 14, and subsequent truncation by nodes in term 14.

Chunk Ratings

Metric	Score	Reason
Humor	1	The text is purely technical log data with no discernible attempts at humor, only a very slight nod to the idea of "truncating" which could be interpreted humorously by someone with a very specific technical context.
Helpfulness	7	This text provides specific, albeit technical, information about a distributed system's state, including node actions, term numbers, and election results. For someone monitoring or debugging such a system, it's quite helpful. However, it lacks context or explanation for a general audience.
Aggression	0	The text is purely factual log output with no emotional content, negativity, or anger.
Spiciness	0	The text is entirely professional and technical, containing no offensive or inappropriate language.

Show Original Text

[TRUNCATE] node=17 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=18 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=20 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=23 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=24 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[TRUNCATE] node=26 term=13 truncating from idx=137 (commitIdx=128) newTerm=13 from leader
[ELECTION] Node runId=1766106261011898: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994810 becoming LEADER in term 14 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=1 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=5 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=8 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=9 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=17 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[TRUNCATE] node=18 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader

Chunk Summary

This log data details node truncations, election processes, and leader promotions within a distributed system, indicating normal operational progression.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of technical log entries and contains no elements of humor or wit.
Helpfulness	8	The log entries provide clear, albeit technical, information about distributed system operations, specifically node status, elections, and leader promotions, which is highly useful for debugging or monitoring.
Aggression	0	The text is purely factual and informational, displaying no signs of negativity, anger, or any emotional charge.
Spiciness	0	The content is strictly professional and technical, devoid of any offensive or inappropriate language.

Show Original Text

[TRUNCATE] node=24 term=14 truncating from idx=196 (commitIdx=128) newTerm=14 from leader
[ELECTION] Node runId=1766106261011016: votes=1, need=14, cluster=27
[PROMOTE] Node 2823993928 becoming LEADER in term 15 with 14/14 votes (cluster=27)
[TRUNCATE] node=2 term=15 truncating from idx=204 (commitIdx=128) newTerm=15 from leader
[ELECTION] Node runId=1766106261012166: votes=1, need=14, cluster=27
[PROMOTE] Node 2823995078 becoming LEADER in term 16 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=1 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=2 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=5 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=8 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=9 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=13 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=17 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=18 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader

Chunk Summary

This log output details cluster events including data truncation, an election where a new leader was promoted, and subsequent truncation by the new leader.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text consists of highly technical log entries related to a distributed system's consensus protocol. There is no attempt at humor or wit.
Helpfulness	7	The log entries provide clear, albeit technical, information about the state of a distributed system. They indicate truncation events, election processes, and leadership changes, which are crucial for diagnosing operational issues.
Aggression	0	The logs are purely informational and objective, displaying no signs of negativity, anger, or distress.
Spiciness	0	The text is devoid of any opinionated, offensive, or unprofessional content; it's standard system logging.

Show Original Text

[TRUNCATE] node=23 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[TRUNCATE] node=24 term=16 truncating from idx=175 (commitIdx=128) newTerm=16 from leader
[ELECTION] Node runId=1766106261011641: votes=1, need=14, cluster=27
[PROMOTE] Node 2823994553 becoming LEADER in term 17 with 14/14 votes (cluster=27)
[TRUNCATE] node=0 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=1 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=2 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=5 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=8 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=9 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=13 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=17 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=18 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=23 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader
[TRUNCATE] node=24 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader

Chunk Summary

This text presents detailed statistics and a passing result from a system fuzzing test, followed by configuration and passing results for a CRDT property fuzzer.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text is a technical log and contains no humor.
Helpfulness	8	This text provides detailed statistics and results from a system fuzzing test, including operational counts, timing, error conditions, and success status, which is highly informative for understanding system behavior and debugging.
Aggression	0	The text is purely technical and objective, with no emotional or negative sentiment expressed.
Spiciness	0	The content is strictly technical and professional, with no offensive or inappropriate language.

Show Original Text

[TRUNCATE] node=26 term=17 truncating from idx=172 (commitIdx=128) newTerm=17 from leader

--- Chaos Fuzzer Statistics ---
Operations:     4000
Simulated time: 4805000 us (4.80 s)
Commands:       712 submitted, 128 committed

Elections:      185 total, 7 successful
Leader changes: 21

Messages:       27734 total
  Delivered:    26476
  Dropped:      0
  Delayed:      0
  Duplicated:   0
  Corrupted:    0

Partitions:     0 created, 95 healed
Node crashes:   109 crashed, 108 recovered
Node pauses:    109 paused, 0 resumed

Clock drifts:   61
Clock jumps:    0

Invariants:     81 checks, 0 violations
Chaos phases:   200
-------------------------------

=======================================================
   Result: PASSED (completed all operations)
   Seed: 1766106261  (reproduce with: -s 1766106261 -n 27 --scenario mixed)
```

```haskell
=======================================================
   Kraft CRDT Property Fuzzer                         
=======================================================

Configuration:
  Seed:               1766106329
  Replicas:           77
  Ops per property:   999999
  Type filter:        all
  Properties:         all


--- CRDT Property Fuzzer Results ---
Elapsed time:    8909 ms
Total checks:    61699869
Passed:          61699869
Failed:          0

Per-Type Results:

Chunk Summary

This text presents the successful verification results for several components (LWW_REGISTER, G_COUNTER, PN_COUNTER, G_SET, OR_SET) across various properties, along with a specific seed for reproducibility and a summary of C language code statistics.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text is purely technical data and contains no attempts at humor.
Helpfulness	8	The text provides clear and detailed technical results of a verification process, including specific properties and their pass/fail status. It also includes information on reproducing the results and a breakdown of code statistics.
Aggression	0	The text is objective and factual, with no emotional or negative language present.
Spiciness	0	The text is professional and technical, containing no offensive or inappropriate content.

Show Original Text

  LWW_REGISTER: 2999997/2999997 PASS
    Commutativity:  999999/999999
    Associativity:  999999/999999
    Idempotence:    999999/999999
  G_COUNTER: 30699900/30699900 PASS
    Commutativity:  999999/999999
    Associativity:  999999/999999
    Idempotence:    999999/999999
    Monotonicity:   19999980/19999980
    Convergence:    7699923/7699923
  PN_COUNTER: 2999997/2999997 PASS
    Commutativity:  999999/999999
    Associativity:  999999/999999
    Idempotence:    999999/999999
  G_SET: 22999977/22999977 PASS
    Commutativity:  999999/999999
    Associativity:  999999/999999
    Idempotence:    999999/999999
    Monotonicity:   19999980/19999980
  OR_SET: 1999998/1999998 PASS
    Commutativity:  999999/999999
    Idempotence:    999999/999999
------------------------------------

=======================================================
   Result: PASSED (all properties verified)
   Seed: 1766106329  (reproduce with: -s 1766106329)
=======================================================
```
### stats

```haskell
===============================================================================
 Language            Files        Lines         Code     Comments       Blanks
===============================================================================
 C                      64        40289        28636         5248         6405

Chunk Summary

This data presents a quantitative analysis of code and markup languages, detailing counts, lines, and other metrics.

Chunk Ratings

Metric	Score	Reason
Humor	0	The text presents raw data in a tabular format, lacking any narrative or stylistic elements that would contribute to humor.
Helpfulness	7	The text provides a clear breakdown of file counts, lines of code, and other metrics associated with different programming languages and formats, which can be useful for project analysis or resource allocation.
Aggression	0	The text is purely data-driven and contains no emotionally charged language or negative sentiment.
Spiciness	0	The text is entirely professional and factual, with no elements that could be considered offensive or inappropriate.

Show Original Text

 C Header               54        11762         4745         5186         1831
 CMake                   3          925          641          121          163
-------------------------------------------------------------------------------
 Markdown               24         5982            0         4311         1671
 |- BASH                 6          655          309          223          123
 |- C                   23         7166         4817         1218         1131
 |- INI                  1           25           20            2            3
 |- YAML                 1           92           76           10            6
 (Total)                          13920         5222         5764         2934

Chunk Summary

The author expresses extreme frustration and technical criticism regarding the performance and perceived incompetence of Anthropic's web UI, particularly its JavaScript implementation.

Chunk Ratings

Metric	Score	Reason
Humor	6	The author employs hyperbole and sarcastic jabs ("ultra brain wrinkles," "mighty AI pocket protector ethics club," "duuuuuuuuuuuuurrrrrrrr js go bbbbbur<OOM Crash") to express frustration, which can be seen as a form of humor rooted in derision.
Helpfulness	3	While the text describes specific technical issues (Claude web UI performance degradation), it lacks concrete solutions or actionable advice. The explanations are more of a rant than a constructive problem-solving analysis.
Aggression	8	The text is filled with strong negative language, accusations, and dismissive remarks ("bullshit SPA interface," "anti-pattern design practices," "given up on understanding your platforms," "seizure-inducing"). This indicates a high level of frustration and anger.
Spiciness	7	The language used is informal, confrontational, and highly critical, bordering on insulting. Terms like "bullshit," "duuuuuuuuuuuuurrrrrrrr," and the general tone of superiority are provocative and unprofessional.

Show Original Text

===============================================================================
 Total                 145        58958        34022        14866        10070
===============================================================================
```

---


## anthropic

yo. what is up with the 'throps these days?

another case of "we're so big and rich and smart and have ultra brain wrinkles we don't need or respect any real world experience in actual software or platform or architecture or infrastructure development at all!!! bow before the mighty AI pocket protector ethics club!!!! we don't need no computer knowledge because we javascript our terminals!!!"


here's my braindump log of anthropic problems over the past couple months:

### general complaints

> the persistent claude web ui problem over a year: the more you type, the slower it gets. the longer your session, the slower it gets, because they are using some bullshit SPA interface they don't understand and generating unlimited anti-pattern design practices instead of using native high performance data-driven systems the web was built around and all browsers support natively (somebody pointed out like a year ago, for every character you type in the claude web ui, it completely re-draws and re-renders every character in the entire chat history and eventually your session just collapses)

> in a long chat session with dozens of turns accumulating in the history, claude web ui makes my entire 10 core laptop with 64 GB RAM take 5+ seconds to print a single character after typing? what are you people even doing anymore? have you given up on understanding your platforms end-to-end with actual experience and knowledge from the ground up? or are you all "we only write js js can be fast and do no wrong duuuuuuuuuuuuurrrrrrrr js go bbbbbur<OOM Crash on a 1.5 TB RAM server only having your single chat page loaded>"

> your "we use javascript  to make react to make console UIs" thing can't stop using infinite memory and showing seizure-inducing thousand of lines per second for minutes scroll back strobe flashes.

Chunk Summary

This text expresses extreme frustration with the technical implementation and user experience of the Claude CLI and web interface, citing specific issues with command handling, infinite loops, input latency, disconnects, and session crashes.

Chunk Ratings

Metric	Score	Reason
Humor	5	The text uses hyperbole and sarcasm (e.g., "genius best in the world developers," "goldfish living in a tuba") to express frustration, which can be interpreted as humor, albeit dark and critical.
Helpfulness	6	The text clearly outlines specific technical issues and user experience problems with the Claude CLI and web interface, providing actionable feedback for developers, though it lacks explicit solutions.
Aggression	8	The text is filled with strong negative emotions, exclamations ("WTF ARE YOU DOING"), and insults directed at the developers, indicating a high level of frustration and anger.
Spiciness	7	The language used is highly critical and contains offensive analogies ("goldfish living in a tuba"), pushing beyond professional critique into aggressively insulting territory.

Show Original Text


> your "genius best in the world developers" for a year haven't thought to block all `/` commands from being submitted as queued chat messages when a session is in progress. if you don't have an active conversation/turn in progress -> `/usage` is CLI command (as expected) -> Active conversation turn running -> `/usage` gets forwarded AS QUEUED TO THE MODEL FOR MODEL RESPONSE? WTF ARE YOU DOING. THIS IS DAY ONE ENGINEERING USABLE EDGE CASE DESIGN WORK! DAY ONE. [DAY ONE!](https://www.youtube.com/watch?v=bPvm7tuMWYg)

> the dreaded claude cli "infinte compaction" loop where it compacts, outputs about 20 more tokens, then immediately compacts again, outputs another 20 tokens, compacts again, and will never continue, it just burns your rate limit with an inifinite compaction sequence and you have to start an entire new "Claude Context Brain" to continue working.

> claude code input data structure incompetence: why does it take 3-5 seconds to "up-arrow-key for previous entry" prompt? what the hells bells are you doing behind the scenes? O(n^k) iterating over every character in the full chat buffer? trying to render pixels instead of characters? somehow searching, targeting, then redrawing every byte in the scrollback history to check if it should redraw to fit/syntax/style/permission check on every keypress again? first-principles reinventing interfaces from 40 years ago except without even standard curses/ncurses experience, optimization insight, performance targets, or any really care for usability or user latency experience at all? a goldfish living in a tuba who has never seen a computer before could make a better front-end-backend design.


### claude code for web complaints

> constant "disconnects" and you have to reload the page a thousand times a week

> shows previous session snapshot on reload, then waits 5 seconds and "jumps to live"

> random session hard crashes where it refuses to work and you have to start a new session and give it detailed manual instrutions about how to merge your previous branch into the new session branch

Chunk Summary

This text details significant frustrations with a platform's UI bugs, inconsistent data display, and lack of basic features, questioning the promotional strategy for a flawed product.

Chunk Ratings

Metric	Score	Reason
Humor	6	The text uses sarcasm and hyperbole to express frustration, which can be humorous in its intensity, though it's not intended as lighthearted comedy.
Helpfulness	7	The text clearly identifies specific UI and functional bugs, offering observations and potential technical causes for each. While not providing direct solutions, it highlights areas needing significant improvement.
Aggression	8	The tone is highly critical and expresses significant frustration, bordering on anger, with the platform's perceived flaws and poor user experience.
Spiciness	7	The language is strong, accusatory, and uses dismissive phrasing ("shitty CDN caching issue," "don't know how to make web platforms?") to express dissatisfaction, pushing towards the offensive end of professional discourse.

Show Original Text


> the classic "claude compacts history then forgets how to use your project" (a manual CLAUDE.md can largely help improve/fix this, but it should also be auto-maintained in the same session)

> the UI bugs around billing where it flashed (current spend) -> You have the full available of $1,000 -> (current spend) -> flashing expiration dates back and forth (looks like shitty CDN caching issue or SSR-vs-SPA-vs-cache-vs-fetch/xhr issue because you don't know how to make web platforms? ESPECIALLY AROUND BILLING DETAILS???? you know what's also mondo ethical? not lying to people about credits in their account!)

> differences between the app header showing details in-page ("Credits Expire Nov 23") and the actual billing docs ("Credits Expire Nov 22 at 11:59 PT") because "Nov 23" is still 1 full day, so "Expires Nov 23" imples "Expires when the DAY NOV 23 NO LONGER EXISTS" but you actually meant "expires when nov 23 begins existing".

> After the credits "expired" at Nov 22 midnight, the web UI WENT BACK TO SAYING "YOU HAVE 1,000 CREDITS EXPIRING NOV 23"

> basic UI problems from people who have never used systems or platforms or used software before? The chat messages don't have timestamps or metadata. You can't tell if something happened 3 minutes ago or 3 days ago.

> It has like 1/20th the features of the claude cli. You can't even "recall" or edit a message you queued to send before it is "Read" but the remote model. whose idea was it to run a $1,000 credit promotion for a broken crashing failing platform to get more exposure? it makes me never want to waste time trying "claude for code for web for containers for wasting your time and locking up your browser and breaking your branches" ever again. first impressions matter. brand experience is a const identifier. how do you earn it back?

Chunk Summary

This text criticizes a platform's UI errors, command-line limitations, and infrastructure dependencies while sarcastically questioning the company's hiring practices and ambitious revenue goals in light of operational failures.

Chunk Ratings

Metric	Score	Reason
Humor	4	The text uses sarcasm and hyperbole to express frustration, which can be interpreted as a form of dark or critical humor, though it's not overtly aiming for laughs.
Helpfulness	7	The text highlights specific technical issues (UI toast errors, prompt recall, content expansion) and systemic problems (dependency on Cloudflare, hiring test validity) that could inform developers or product managers about user pain points and potential areas for improvement.
Aggression	8	The text employs strong, accusatory language and expresses significant dissatisfaction and anger towards the subject. Words like "bullshit," "hell," and "super ethics geniuses" indicate a high level of frustration and negativity.
Spiciness	7	The language is highly critical and confrontational, using sarcasm and strong negative descriptors. While not overtly vulgar, the tone is aggressive and accusatory, bordering on offensive in its directness.

Show Original Text


> random false UI toast errors "you have exceeded your concurrency limit" — THE ENTIRE POINT OF YOUR "CLAUDE CODE FOR WEB ALL REPOS ALL THE TIME ANY TIME ANYWHERE ANY PLACE YOU WANT" PLATFORM IS YOU ALLOW UNLIMITED PROJECTS TO BE WORKED ON AT ONCE IN YOUR ASYNC CONTAINER BULLSHIT ENVIRONMENTS

> can't "up arrow" to recall previous prompts

> one nice thing: you can click to expand hidden content when it's too large for the default display on individual sections, where instead with claude code cli it is "expand your entire history and risk permanently corrupting your console session requiring a full application restart" instead





congrats on all being super geniuses and giving out "the hardest take home hiring tests in the industry we like hafta keep makin so much harder because our models can solve all our hiring tests (spoiler: then you aren't measuring valid metrics at all for experience or ability)" and stuff, but like, what the hell are you even doing? and don't get me started on your entire "we're targeting $100 billion/year revenue soon" company just going 100% offline when cloudflare goes down because, you know, it's not like you should be competent at running your own networks and infrastructure, right? nah, just outsource captcha bullshit to cloudfail so nobody can login and use your services and it's fully out of your control for remediation or responsiblity or SLA or DR or DMT or BCP or MDMA or anything. great job, super ethics geniuses. [the computer god](https://www.anthropic.com/news/anthropic-invests-50-billion-in-american-ai-infrastructure) appreciates your ambition even when faced with lack of experience to truly achieve your goals at scale.