Autonomous Dev Loop

Pipelines › Issue #211

Work-item trace · issue #211 Approved by review

Trace 01e54a4aee1cb75383884a858dfdeb13 · koydas/autonomous-dev-loop#issue-211 · 3 run(s) · started 2026-10-19 03:08:13 UTC

View on GitHub →
Lead time (first start → last end)
12 h 24 min
Running
1 min 55 s
Waiting between runs
12 h 22 min
LLM cost
$0.0117

Overview

Journey Approved by review

  1. Validation

    success · Validated

  2. Code generation

    skipped · Blocked (blocked, source model)

  3. PR preparation

    Not recorded

  4. Review

    success · Approved

  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 (#229) 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 · 39193218816-1 · 9 actions · LLM free tier

  2. 2. Code Generation○ partial

    2026-10-19 03:10 UTC · 39193378100-1 · 8 actions · LLM $0.0117

  3. 3. PR Review✓ success

    2026-10-19 15:32 UTC · 39278468447-1 · 11 actions · LLM free tier

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.0117
LLM calls
3
Input tokens
13.7k
of which cache reads
0
Output tokens
854
Runs with LLM calls
3

chars/4 token estimates (records before measured usage: no thinking, no cache discount); list price (PRICES_USD_PER_MTOK), never a bill; 2 Groq free-tier call(s) at $0.

StageCallsInputCache readsOutputCost
issue_validation13.9k0204$0.0000 USD (1 Groq free-tier call(s) at no cost)
code_gen13.5k0465$0.0117 USD
review16.3k0185$0.0000 USD (1 Groq free-tier call(s) at no cost)
RunWorkflowCallsInputOutputCost
39193218816-1Issue Validation Agent13.9k204$0.0000 USD (1 Groq free-tier call(s) at no cost)
39193378100-1Code Generation13.5k465$0.0117 USD
39278468447-1PR Review16.3k185$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 · 39193218816-1 2026-10-19 03:08:13

Key events · decisions, errors, side effects

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

Code Generation · 39193378100-1 2026-10-19 03:10:21

Key events · decisions, errors, side effects

  • llm_fallback error=groq: generation prompt is ~3532 estimated input tokens, over generation_max_input_tokens (3500) in config/models.yaml: Groq would reject it with 413 (one request > 8K TPM). Shorten the input or raise… · error_type=UNKNOWN · from=groq · to=anthropic
    2026-10-19 03:10 · generation
  • code_gen.escalated reason=blocked · source=model
    2026-10-19 03:10 · code_gen
  • code_gen.skipped reason=blocked · source=model
    2026-10-19 03:10 · code_gen

PR Review · 39278468447-1 2026-10-19 15:32:31

Key events · decisions, errors, side effects

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
39193218816-1Issue Validation Agentissues✓ success2026-10-19 03:08:131 min 40 sworkflow run
39193378100-1Code Generationworkflow_dispatchpartial2026-10-19 03:10:217.3 sworkflow run
39278468447-1PR Reviewpush✓ success2026-10-19 15:32:318.5 sworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (12 h 24 min)DurationStatusprovider:modelTokens in → outCostLinks
Issue Validation Agent · 39193218816-1 run
1 min 42 s✓ successworkflow run
issue_validation stage
1 min 40 s✓ success
llm_call LLM call
1 min 40 s✓ okgroq:openai/gpt-oss-120b3.9k → 204 est.free tier
issue_validation.comment_posted side effect
0 ms✓ oklink
issue_validation.labels_applied side effect
0 ms✓ ok
Code Generation · 39193378100-1 run
7.3 spartialworkflow run
code_gen stage
7.3 sskipped
llm_call LLM call
5.1 s✓ okanthropic:claude-sonnet-5-53.5k → 465 est.$0.0117 est.
code_gen.escalated side effect
0 ms✓ ok
PR Review · 39278468447-1 run
8.5 s✓ successworkflow run
review stage
8.5 s✓ success
llm_call LLM call
1.5 s✓ okgroq:openai/gpt-oss-120b6.3k → 185 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