Autonomous Dev Loop

Pipelines › PR #221

Work-item trace · PR #221 Escalated to a human

Trace 95a4ac6518708c3d24d7c08f555b15cb · koydas/autonomous-dev-loop#pr-221 · 4 run(s) · started 2026-10-17 02:34:35 UTC

View on GitHub →
Lead time (first start → last end)
14 min 05 s
Running
26.8 s
Waiting between runs
13 min 38 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 (10 code file(s) not reviewed)

    3 attempts · 0 failed · 3 adverse

  5. Auto-fix

    skipped · No change produced (no changes)

  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 (#221) 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

    2026-10-17 02:34 UTC · 38995413070-1 · 11 actions · LLM free tier

  2. 2. Auto-Fix PR○ partial

    2026-10-17 02:35 UTC · 38995470592-1 · 9 actions · LLM free tier

  3. 3. PR Review○ partial

    2026-10-17 02:44 UTC · 38996052770-1 · 11 actions · LLM free tier

  4. 4. PR Review○ partial

    2026-10-17 02:48 UTC · 38996292639-1 · 11 actions · LLM free tier

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
free tier
LLM calls
4
Input tokens
21.2k
of which cache reads
0
Output tokens
805
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
review318.7k0742$0.0000 USD (3 Groq free-tier call(s) at no cost)
autofix12.5k063$0.0000 USD (1 Groq free-tier call(s) at no cost)
RunWorkflowCallsInputOutputCost
38995413070-1PR Review16.2k304$0.0000 USD (1 Groq free-tier call(s) at no cost)
38995470592-1Auto-Fix PR12.5k63$0.0000 USD (1 Groq free-tier call(s) at no cost)
38996052770-1PR Review16.3k248$0.0000 USD (1 Groq free-tier call(s) at no cost)
38996292639-1PR Review16.3k190$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 · 38995413070-1 2026-10-17 02:34:35

Key events · decisions, errors, side effects

Auto-Fix PR · 38995470592-1 2026-10-17 02:35:01

Key events · decisions, errors, side effects

PR Review · 38996052770-1 2026-10-17 02:44:40

Key events · decisions, errors, side effects

PR Review · 38996292639-1 2026-10-17 02:48:33

Key events · decisions, errors, side effects

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
38995413070-1PR Reviewpushpartial2026-10-17 02:34:357.6 sworkflow run
38995470592-1Auto-Fix PRpull_requestpartial2026-10-17 02:35:015.5 sworkflow run
38996052770-1PR Reviewpushpartial2026-10-17 02:44:407.0 sworkflow run
38996292639-1PR Reviewpushpartial2026-10-17 02:48:336.6 sworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (14 min 05 s)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 38995413070-1 run
7.6 spartialworkflow run
review stage
7.5 s✓ success
llm_call LLM call
1.4 s✓ okgroq:openai/gpt-oss-120b6.2k → 304 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
Auto-Fix PR · 38995470592-1 run
8.0 spartialworkflow run
autofix stage
3.6 sskipped
llm_call LLM call
588 ms✓ okgroq:openai/gpt-oss-120b2.5k → 63 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 · 38996052770-1 run
7.0 spartialworkflow run
review stage
7.0 s✓ success
llm_call LLM call
1.3 s✓ okgroq:openai/gpt-oss-120b6.3k → 248 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 · 38996292639-1 run
6.6 spartialworkflow run
review stage
6.6 s✓ success
llm_call LLM call
1.2 s✓ okgroq:openai/gpt-oss-120b6.3k → 190 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