Autonomous Dev Loop

Pipelines › Issue #209

Work-item trace · issue #209 Escalated to a human

Trace b74af63bbef2e3412f6aa7e2ae6e750e · koydas/autonomous-dev-loop#issue-209 · 4 run(s) · started 2026-10-19 03:08:06 UTC

View on GitHub →
Lead time (first start → last end)
12 h 09 min
Running
43.2 s
Waiting between runs
12 h 09 min
LLM cost
free tier

Overview

Journey Escalated to a human

  1. Validation

    success · Validated

  2. Code generation

    skipped · Blocked (blocked, source model)

  3. PR preparation

    Not recorded

  4. Review

    success · Withheld (approval withheld: 2 code file(s) not reviewed)

    2 attempts · 0 failed · 2 adverse

  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 (#228) 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. 2026-10-19 03:08 UTC · 39193212735-1 · 7 actions · LLM free tier

  2. 2. Code Generation○ partial

    2026-10-19 03:09 UTC · 39193267771-1 · 7 actions · LLM free tier

  3. 3. PR Review○ partial

    2026-10-19 15:16 UTC · 39276335482-1 · 11 actions · LLM free tier

  4. 4. PR Review○ partial

    2026-10-19 15:17 UTC · 39276410959-1 · 11 actions · LLM free tier

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
free tier
LLM calls
4
Input tokens
18.1k
of which cache reads
0
Output tokens
648
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
issue_validation13.1k0263$0.0000 USD (1 Groq free-tier call(s) at no cost)
code_gen12.7k078$0.0000 USD (1 Groq free-tier call(s) at no cost)
review212.3k0307$0.0000 USD (2 Groq free-tier call(s) at no cost)
RunWorkflowCallsInputOutputCost
39193212735-1Issue Validation Agent13.1k263$0.0000 USD (1 Groq free-tier call(s) at no cost)
39193267771-1Code Generation12.7k78$0.0000 USD (1 Groq free-tier call(s) at no cost)
39276335482-1PR Review16.1k139$0.0000 USD (1 Groq free-tier call(s) at no cost)
39276410959-1PR Review16.1k168$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.

Issue Validation Agent · 39193212735-1 2026-10-19 03:08:06

Key events · decisions, errors, side effects

2 retry wait(s), 24.6 s in total (in the full journal).

Code Generation · 39193267771-1 2026-10-19 03:09:00

Key events · decisions, errors, side effects

PR Review · 39276335482-1 2026-10-19 15:16:44

Key events · decisions, errors, side effects

PR Review · 39276410959-1 2026-10-19 15:17:58

Key events · decisions, errors, side effects

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
39193212735-1Issue Validation Agentissues✓ success2026-10-19 03:08:0625.9 sworkflow run
39193267771-1Code Generationworkflow_dispatchpartial2026-10-19 03:09:004.7 sworkflow run
39276335482-1PR Reviewpushpartial2026-10-19 15:16:446.8 sworkflow run
39276410959-1PR Reviewpull_requestpartial2026-10-19 15:17:585.8 sworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (12 h 09 min)DurationStatusprovider:modelTokens in → outCostLinks
Issue Validation Agent · 39193212735-1 run
29.1 s✓ successworkflow run
issue_validation stage
25.9 s✓ success
llm_call LLM call
25.9 s✓ okgroq:openai/gpt-oss-120b3.1k → 263 est.free tier
issue_validation.comment_posted side effect
0 ms✓ oklink
issue_validation.labels_applied side effect
0 ms✓ ok
Code Generation · 39193267771-1 run
4.7 spartialworkflow run
code_gen stage
4.6 sskipped
llm_call LLM call
876 ms✓ okgroq:openai/gpt-oss-120b2.7k → 78 est.free tier
code_gen.escalated side effect
0 ms✓ ok
PR Review · 39276335482-1 run
6.8 spartialworkflow run
review stage
6.8 s✓ success
llm_call LLM call
1.1 s✓ okgroq:openai/gpt-oss-120b6.1k → 139 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 · 39276410959-1 run
5.8 spartialworkflow run
review stage
5.8 s✓ success
llm_call LLM call
1.0 s✓ okgroq:openai/gpt-oss-120b6.1k → 168 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