Autonomous Dev Loop

Pipelines › PR #225

Work-item trace · PR #225 Escalated to a human

Trace 2d253c0a80ddb7f6796825e6806e4183 · koydas/autonomous-dev-loop#pr-225 · 5 run(s) · started 2026-10-19 03:29:08 UTC

View on GitHub →
Lead time (first start → last end)
40 min 28 s
Running
24.5 s
Waiting between runs
40 min 03 s
LLM cost
free tier

Overview

Journey Escalated to a human

  1. Validation

    No linked issue: not part of this flow

  2. Code generation

    No linked issue: not part of this flow

  3. PR preparation

    No linked issue: not part of this flow

  4. Review

    success · Withheld (approval withheld: 1 code file(s) not reviewed)

    4 attempts · 0 failed · 3 adverse

  5. Auto-fix

    skipped · Rejected by guardrail (guardrail rejected (protected_path))

  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 (#225) 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. 1. PR Review○ partial

    2026-10-19 03:29 UTC · 39194824561-1 · 11 actions · LLM free tier

  2. 2. PR Review○ partial

    2026-10-19 03:30 UTC · 39194848614-1 · 3 actions

  3. 3. Auto-Fix PR○ partial

    2026-10-19 03:30 UTC · 39194915673-1 · 9 actions · LLM free tier

  4. 4. PR Review○ partial

    2026-10-19 03:44 UTC · 39196061218-1 · 11 actions · LLM free tier

  5. 5. PR Review○ partial

    2026-10-19 04:09 UTC · 39197996406-1 · 11 actions · LLM free tier

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
free tier
LLM calls
4
Input tokens
19.8k
of which cache reads
0
Output tokens
874
Runs with LLM calls
4

no priced call; list price (PRICES_USD_PER_MTOK), never a bill; 4 Groq free-tier call(s) at $0.

StageCallsInputCache readsOutputCost
review317.1k0601$0.0000 USD (3 Groq free-tier call(s) at no cost)
autofix12.7k0273$0.0000 USD (1 Groq free-tier call(s) at no cost)
RunWorkflowCallsInputOutputCost
39194824561-1PR Review14.6k216$0.0000 USD (1 Groq free-tier call(s) at no cost)
39194915673-1Auto-Fix PR12.7k273$0.0000 USD (1 Groq free-tier call(s) at no cost)
39196061218-1PR Review16.3k207$0.0000 USD (1 Groq free-tier call(s) at no cost)
39197996406-1PR Review16.2k178$0.0000 USD (1 Groq free-tier call(s) at no cost)

Key events

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

PR Review · 39194824561-1 2026-10-19 03:29:08

Key events · decisions, errors, side effects

PR Review · 39194848614-1 2026-10-19 03:30:16

Key events · decisions, errors, side effects

Auto-Fix PR · 39194915673-1 2026-10-19 03:30:30

Key events · decisions, errors, side effects

PR Review · 39196061218-1 2026-10-19 03:44:44

Key events · decisions, errors, side effects

PR Review · 39197996406-1 2026-10-19 04:09:31

Key events · decisions, errors, side effects

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
39194824561-1PR Reviewpushpartial2026-10-19 03:29:087.3 sworkflow run
39194848614-1PR Reviewpull_requestpartial2026-10-19 03:30:16811 msworkflow run
39194915673-1Auto-Fix PRpull_requestpartial2026-10-19 03:30:305.4 sworkflow run
39196061218-1PR Reviewpushpartial2026-10-19 03:44:445.4 sworkflow run
39197996406-1PR Reviewpushpartial2026-10-19 04:09:315.7 sworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (40 min 28 s)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 39194824561-1 run
7.3 spartialworkflow run
review stage
7.3 s✓ success
llm_call LLM call
1.4 s✓ okgroq:openai/gpt-oss-120b4.6k → 216 est.free tier
review.comment_posted side effect
0 ms✓ oklink
review.review_submitted side effect
0 ms✓ ok
review.labels_applied side effect
0 ms✓ ok
PR Review · 39194848614-1 run
811 mspartialworkflow run
review stage
810 msskipped
Auto-Fix PR · 39194915673-1 run
7.3 spartialworkflow run
autofix stage
4.0 sskipped
llm_call LLM call
1.3 s✓ okgroq:openai/gpt-oss-120b2.7k → 273 est.free tier
autofix.attempt_labeled side effect
0 ms✓ ok
autofix.escalated side effect
0 ms✓ oklink
workflow.push side effect
0 msskipped
PR Review · 39196061218-1 run
5.4 spartialworkflow run
review stage
5.4 s✓ success
llm_call LLM call
1.0 s✓ okgroq:openai/gpt-oss-120b6.3k → 207 est.free tier
review.comment_posted side effect
0 ms✓ oklink
review.review_submitted side effect
0 ms✓ oklink
review.labels_applied side effect
0 ms✓ ok
PR Review · 39197996406-1 run
5.7 spartialworkflow run
review stage
5.7 s✓ success
llm_call LLM call
871 ms✓ okgroq:openai/gpt-oss-120b6.2k → 178 est.free tier
review.comment_posted side effect
0 ms✓ oklink
review.review_submitted side effect
0 ms✓ oklink
review.labels_applied side effect
0 ms✓ ok