Autonomous Dev Loop

Pipelines › Issue #150

Work-item trace · issue #150 Approved by review

Trace d5ccaef35072a6634a00a4ea36480993 · koydas/autonomous-dev-loop#issue-150 · 3 run(s) · started 2026-10-19 03:07:58 UTC

View on GitHub →
Lead time (first start → last end)
12 h 28 min
Running
20.1 s
Waiting between runs
12 h 28 min
LLM cost
$0.0153

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 (#230) 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 03:07 UTC · 39193199872-1 · 5 actions · LLM free tier

  2. 2. Code Generation○ partial

    2026-10-19 03:08 UTC · 39193225895-1 · 8 actions · LLM $0.0153

  3. 3. PR Review✓ success

    2026-10-19 15:36 UTC · 39279055348-1 · 11 actions · LLM free tier

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.0153
LLM calls
3
Input tokens
14.8k
of which cache reads
0
Output tokens
738
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_validation13.1k0172$0.0000 USD (1 Groq free-tier call(s) at no cost)
code_gen15.6k0411$0.0153 USD
review16.1k0155$0.0000 USD (1 Groq free-tier call(s) at no cost)
RunWorkflowCallsInputOutputCost
39193199872-1Issue Validation Agent13.1k172$0.0000 USD (1 Groq free-tier call(s) at no cost)
39193225895-1Code Generation15.6k411$0.0153 USD
39279055348-1PR Review16.1k155$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 · 39193199872-1 2026-10-19 03:07:58

Key events · decisions, errors, side effects

Code Generation · 39193225895-1 2026-10-19 03:08:26

Key events · decisions, errors, side effects

  • llm_fallback error=groq: generation prompt is ~5590 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 03:08 · generation
  • code_gen.escalated reason=blocked · source=model
    2026-10-19 03:08 · code_gen
  • code_gen.skipped reason=blocked · source=model
    2026-10-19 03:08 · code_gen

PR Review · 39279055348-1 2026-10-19 15:36:28

Key events · decisions, errors, side effects

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
39193199872-1Issue Validation Agentissues✓ success2026-10-19 03:07:582.2 sworkflow run
39193225895-1Code Generationworkflow_dispatchpartial2026-10-19 03:08:268.7 sworkflow run
39279055348-1PR Reviewpush✓ success2026-10-19 15:36:289.3 sworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (12 h 28 min)DurationStatusprovider:modelTokens in → outCostLinks
Issue Validation Agent · 39193199872-1 run
5.7 s✓ successworkflow run
issue_validation stage
2.1 s✓ success
llm_call LLM call
2.1 s✓ okgroq:openai/gpt-oss-120b3.1k → 172 est.free tier
issue_validation.comment_posted side effect
0 ms✓ oklink
issue_validation.labels_applied side effect
0 ms✓ ok
Code Generation · 39193225895-1 run
8.7 spartialworkflow run
code_gen stage
8.7 sskipped
llm_call LLM call
6.1 s✓ okanthropic:claude-sonnet-5-55.6k → 411 est.$0.0153 est.
code_gen.escalated side effect
0 ms✓ ok
PR Review · 39279055348-1 run
9.3 s✓ successworkflow run
review stage
9.3 s✓ success
llm_call LLM call
1.0 s✓ okgroq:openai/gpt-oss-120b6.1k → 155 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