Autonomous Dev Loop

Pipelines › Issue #330

Work-item trace · issue #330 Execution failed

Trace a48f1a89417f62f160611e2549c58601 · koydas/autonomous-dev-loop#issue-330 · 8 run(s) · started 2026-10-30 17:50:43 UTC

View on GitHub →
Lead time (first start → last end)
7 h 35 min
Running
1 min 36 s
Waiting between runs
7 h 34 min
LLM cost
$0.0612

Overview

Journey Execution failed

  1. Validation

    failed · Rejected (score 75, 2 blocker(s))

    6 attempts · 4 failed · 0 adverse

  2. Code generation

    skipped · Blocked (blocked, source model)

    2 attempts · 0 failed · 2 adverse

  3. PR preparation

    Not recorded

  4. Review

    Not recorded

  5. Auto-fix

    Not triggered: no REQUEST_CHANGES verdict recorded

  6. Conflicts fix

    Not triggered: no merge conflict recorded

No merge or closing journaled (only items closed since item-closed.yml are): check the PR on GitHub or the Pipelines page.

Interventions

Flow history

Runs are separate jobs on different runners: spans are placed by their own clocks, so offsets between runs are approximate (ADR-0041 §6).

  1. 2026-10-30 17:50 UTC · 41101877123-1 · 5 actions · LLM $0.0024

  2. 2026-10-30 18:38 UTC · 41108586388-1 · 5 actions · LLM $0.0018

  3. 3. Code Generation○ partial

    2026-10-30 18:39 UTC · 41108652433-1 · 8 actions · LLM $0.0260

  4. 2026-10-30 19:08 UTC · 41112790275-1 · 5 actions · LLM $0.0020

  5. 2026-10-30 19:09 UTC · 41112842815-1 · 5 actions · LLM $0.0014

  6. 6. Code Generation○ partial

    2026-10-30 19:09 UTC · 41112867211-1 · 8 actions · LLM $0.0236

  7. 2026-10-31 01:17 UTC · 41154586154-1 · 5 actions · LLM $0.0018

  8. 2026-10-31 01:26 UTC · 41155350819-1 · 5 actions · LLM $0.0021

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.0612
LLM calls
8
Input tokens
64.1k
of which cache reads
12.1k
Output tokens
16.6k
Runs with LLM calls
8

provider-measured tokens (prompt cache priced apart, thinking inside the output); list price (PRICES_USD_PER_MTOK), never a bill.

StageCallsInputCache readsOutputCost
issue_validation649.3k12.1k14.8k$0.0115 USD
code_gen214.8k01.8k$0.0497 USD
RunWorkflowCallsInputOutputCost
41101877123-1Issue Validation Agent16.7k3.3k$0.0024 USD
41108586388-1Issue Validation Agent17.6k1.9k$0.0018 USD
41108652433-1Code Generation17.1k1.1k$0.0260 USD
41112790275-1Issue Validation Agent18.1k2.3k$0.0020 USD
41112842815-1Issue Validation Agent18.2k1.9k$0.0014 USD
41112867211-1Code Generation17.7k720$0.0236 USD
41154586154-1Issue Validation Agent18.8k2.5k$0.0018 USD
41155350819-1Issue Validation Agent19.9k2.9k$0.0021 USD

Key events

Decisions, warnings, errors and side effects of each run; the full journal is on each run page.

Issue Validation Agent · 41101877123-1 2026-10-30 17:50:43

Key events · decisions, errors, side effects

Issue Validation Agent · 41108586388-1 2026-10-30 18:38:12

Key events · decisions, errors, side effects

Code Generation · 41108652433-1 2026-10-30 18:39:02

Key events · decisions, errors, side effects

  • llm_fallback error_type=UNKNOWN · from=groq · to=anthropic
    2026-10-30 18:39 · generation
  • code_gen.escalated reason=blocked · source=model
    2026-10-30 18:39 · code_gen
  • code_gen.skipped reason=blocked · source=model
    2026-10-30 18:39 · code_gen

Issue Validation Agent · 41112790275-1 2026-10-30 19:08:50

Key events · decisions, errors, side effects

Issue Validation Agent · 41112842815-1 2026-10-30 19:09:24

Key events · decisions, errors, side effects

Code Generation · 41112867211-1 2026-10-30 19:09:36

Key events · decisions, errors, side effects

  • llm_fallback error_type=UNKNOWN · from=groq · to=anthropic
    2026-10-30 19:09 · generation
  • code_gen.escalated reason=blocked · source=model
    2026-10-30 19:09 · code_gen
  • code_gen.skipped reason=blocked · source=model
    2026-10-30 19:09 · code_gen

Issue Validation Agent · 41154586154-1 2026-10-31 01:17:13

Key events · decisions, errors, side effects

Issue Validation Agent · 41155350819-1 2026-10-31 01:26:27

Key events · decisions, errors, side effects

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
41101877123-1Issue Validation Agentissuespartial2026-10-30 17:50:4316.4 sworkflow run
41108586388-1Issue Validation Agentissues✓ success2026-10-30 18:38:1212.8 sworkflow run
41108652433-1Code Generationworkflow_dispatchpartial2026-10-30 18:39:0211.5 sworkflow run
41112790275-1Issue Validation Agentissues✓ success2026-10-30 19:08:5011.7 sworkflow run
41112842815-1Issue Validation Agentissuespartial2026-10-30 19:09:249.3 sworkflow run
41112867211-1Code Generationworkflow_dispatchpartial2026-10-30 19:09:368.2 sworkflow run
41154586154-1Issue Validation Agentissuespartial2026-10-31 01:17:1312.1 sworkflow run
41155350819-1Issue Validation Agentissuespartial2026-10-31 01:26:2714.2 sworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (7 h 35 min)DurationStatusprovider:modelTokens in → outCostLinks
Issue Validation Agent · 41101877123-1 run
19.7 spartialworkflow run
issue_validation stage
16.4 s✕ failed
llm_call LLM call
16.4 s✓ okanthropic:claude-haiku-5-56.7k → 3.3k$0.0024
issue_validation.comment_posted side effect
0 ms✓ oklink
issue_validation.labels_applied side effect
0 ms✓ ok
Issue Validation Agent · 41108586388-1 run
17.4 s✓ successworkflow run
issue_validation stage
12.8 s✓ success
llm_call LLM call
12.8 s✓ okanthropic:claude-haiku-5-57.6k → 1.9k$0.0018
issue_validation.comment_posted side effect
0 ms✓ oklink
issue_validation.labels_applied side effect
0 ms✓ ok
Code Generation · 41108652433-1 run
11.5 spartialworkflow run
code_gen stage
11.5 sskipped
llm_call LLM call
7.8 s✓ okanthropic:claude-sonnet-5-57.1k → 1.1k$0.0260
code_gen.escalated side effect
0 ms✓ ok
Issue Validation Agent · 41112790275-1 run
15.4 s✓ successworkflow run
issue_validation stage
11.7 s✓ success
llm_call LLM call
11.7 s✓ okanthropic:claude-haiku-5-58.1k → 2.3k$0.0020
issue_validation.comment_posted side effect
0 ms✓ oklink
issue_validation.labels_applied side effect
0 ms✓ ok
Issue Validation Agent · 41112842815-1 run
13.8 spartialworkflow run
issue_validation stage
9.3 s✕ failed
llm_call LLM call
9.3 s✓ okanthropic:claude-haiku-5-58.2k → 1.9k 4.0k cached$0.0014
issue_validation.comment_posted side effect
0 ms✓ oklink
issue_validation.labels_applied side effect
0 ms✓ ok
Code Generation · 41112867211-1 run
8.2 spartialworkflow run
code_gen stage
8.2 sskipped
llm_call LLM call
6.0 s✓ okanthropic:claude-sonnet-5-57.7k → 720$0.0236
code_gen.escalated side effect
0 ms✓ ok
Issue Validation Agent · 41154586154-1 run
15.2 spartialworkflow run
issue_validation stage
12.1 s✕ failed
llm_call LLM call
12.1 s✓ okanthropic:claude-haiku-5-58.8k → 2.5k 4.0k cached$0.0018
issue_validation.comment_posted side effect
0 ms✓ oklink
issue_validation.labels_applied side effect
0 ms✓ ok
Issue Validation Agent · 41155350819-1 run
17.1 spartialworkflow run
issue_validation stage
14.2 s✕ failed
llm_call LLM call
14.2 s✓ okanthropic:claude-haiku-5-59.9k → 2.9k 4.0k cached$0.0021
issue_validation.comment_posted side effect
0 ms✓ oklink
issue_validation.labels_applied side effect
0 ms✓ ok