Autonomous Dev Loop
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Pipelines › PR #297

Work-item trace · PR #297 Merged

Trace 97deb84c331cb88fa883f00151755a36 · koydas/autonomous-dev-loop#pr-297 · 10 run(s) · started 2026-10-25 03:42:36 UTC

View on GitHub →

DiagnosticsRules & leversPipelinesExecutions & journalTrace tableMetricsModelsMonths: 2026-11 2026-10

Lead time (first start → last end)
9 h 11 min
Running
1 min 26 s
Waiting between runs
9 h 09 min
LLM cost
$0.1232

Overview

Journey Merged

  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 · Approved

    4 attempts · 0 failed · 2 adverse · recovered

  5. Auto-fix

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

    2 attempts · 0 failed · 2 adverse

  6. Conflicts fix

    Not triggered: no merge conflict recorded

Journaled: merged 2026-10-25 12:53 UTC. (#295, #296, #297) 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

    2026-10-25 03:42 UTC · 40159130372-1 · 13 actions · LLM $0.0419

  2. 2. PR Review○ partial

    2026-10-25 03:44 UTC · 40159142214-1 · 3 actions

  3. 3. Auto-Fix PR○ partial

    2026-10-25 03:44 UTC · 40159225402-1 · 9 actions · LLM free tier

  4. 4. Conflicts Fix○ partial

    2026-10-25 03:45 UTC · 40159391432-1 · 9 actions

  5. 5. Conflicts Fix○ partial

    2026-10-25 11:48 UTC · 40190385474-1 · 6 actions

  6. 6. PR Review○ partial

    2026-10-25 12:41 UTC · 40194155456-1 · 13 actions · LLM $0.0419

  7. 7. Auto-Fix PR○ partial

    2026-10-25 12:42 UTC · 40194269858-1 · 9 actions · LLM free tier

  8. 8. Conflicts Fix○ partial

    2026-10-25 12:49 UTC · 40194780522-1 · 7 actions

  9. 9. PR Review✓ success

    2026-10-25 12:52 UTC · 40194951927-1 · 14 actions · LLM $0.0393

  10. 10. Item Closed✓ success

    2026-10-25 12:53 UTC · 40195150892-1 · 2 actions

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.1232
LLM calls
5
Input tokens
67.4k
of which cache reads
11.8k
Output tokens
3.3k
Runs with LLM calls
5

provider-measured tokens (prompt cache priced apart, thinking inside the output); list price (PRICES_USD_PER_MTOK), never a bill; 2 Groq free-tier call(s) at $0.

StageCallsInputCache readsOutputCost
review362.6k11.8k2.0k$0.1232 USD
autofix24.8k01.2k$0.0000 USD (2 Groq free-tier call(s) at no cost)
RunWorkflowCallsInputOutputCost
40159130372-1PR Review121.1k724$0.0419 USD
40159225402-1Auto-Fix PR12.4k634$0.0000 USD (1 Groq free-tier call(s) at no cost)
40194155456-1PR Review121.2k700$0.0419 USD
40194269858-1Auto-Fix PR12.4k610$0.0000 USD (1 Groq free-tier call(s) at no cost)
40194951927-1PR Review120.3k611$0.0393 USD

Key events

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

PR Review · 40159130372-1 2026-10-25 03:42:36

Key events · decisions, errors, side effects

PR Review · 40159142214-1 2026-10-25 03:44:21

Key events · decisions, errors, side effects

Auto-Fix PR · 40159225402-1 2026-10-25 03:44:38

Key events · decisions, errors, side effects

Conflicts Fix · 40159391432-1 2026-10-25 03:45:53

Key events · decisions, errors, side effects

Conflicts Fix · 40190385474-1 2026-10-25 11:48:25

Key events · decisions, errors, side effects

PR Review · 40194155456-1 2026-10-25 12:41:46

Key events · decisions, errors, side effects

Auto-Fix PR · 40194269858-1 2026-10-25 12:42:22

Key events · decisions, errors, side effects

Conflicts Fix · 40194780522-1 2026-10-25 12:49:02

Key events · decisions, errors, side effects

PR Review · 40194951927-1 2026-10-25 12:52:33

Key events · decisions, errors, side effects

Item Closed · 40195150892-1 2026-10-25 12:53:55

Key events · decisions, errors, side effects

No decision, warning or error recorded in this run.

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
40159130372-1PR Reviewpushpartial2026-10-25 03:42:3613.3 sworkflow run
40159142214-1PR Reviewpull_requestpartial2026-10-25 03:44:21603 msworkflow run
40159225402-1Auto-Fix PRpull_requestpartial2026-10-25 03:44:386.8 sworkflow run
40159391432-1Conflicts Fixpushpartial2026-10-25 03:45:5315.8 sworkflow run
40190385474-1Conflicts Fixschedulepartial2026-10-25 11:48:252.5 sworkflow run
40194155456-1PR Reviewpushpartial2026-10-25 12:41:4614.1 sworkflow run
40194269858-1Auto-Fix PRpull_requestpartial2026-10-25 12:42:226.2 sworkflow run
40194780522-1Conflicts Fixpushpartial2026-10-25 12:49:0211.1 sworkflow run
40194951927-1PR Reviewpush✓ success2026-10-25 12:52:3315.1 sworkflow run
40195150892-1Item Closedpull_request✓ success2026-10-25 12:53:552 msworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (9 h 11 min)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 40159130372-1 run
13.3 spartialworkflow run
review stage
13.3 s✓ success
llm_call LLM call
6.1 s✓ okanthropic:claude-sonnet-5-521.1k → 724 3.9k cached$0.0419
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 · 40159142214-1 run
603 mspartialworkflow run
review stage
601 msskipped
Auto-Fix PR · 40159225402-1 run
9.6 spartialworkflow run
autofix stage
5.1 sskipped
llm_call LLM call
2.0 s✓ okgroq:openai/gpt-oss-120b2.4k → 634free tier
autofix.attempt_labeled side effect
0 ms✓ ok
autofix.escalated side effect
0 ms✓ oklink
workflow.push side effect
0 msskipped
Conflicts Fix · 40159391432-1 run
15.8 spartialworkflow run
conflicts_detect stage
14.7 s✓ success
conflicts_detect.labeled side effect
0 ms✓ ok
conflicts_detect.labeled side effect
0 ms✓ ok
conflicts_detect.labeled side effect
0 ms✓ ok
Conflicts Fix · 40190385474-1 run
2.5 spartialworkflow run
conflicts_detect stage
1.4 s✓ success
PR Review · 40194155456-1 run
14.1 spartialworkflow run
review stage
14.1 s✓ success
llm_call LLM call
6.0 s✓ okanthropic:claude-sonnet-5-521.2k → 700 3.9k cached$0.0419
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 · 40194269858-1 run
8.8 spartialworkflow run
autofix stage
4.6 sskipped
llm_call LLM call
1.6 s✓ okgroq:openai/gpt-oss-120b2.4k → 610free tier
autofix.attempt_labeled side effect
0 ms✓ ok
autofix.escalated side effect
0 ms✓ oklink
workflow.push side effect
0 msskipped
Conflicts Fix · 40194780522-1 run
11.1 spartialworkflow run
conflicts_detect stage
10.3 s✓ success
conflicts_detect.labeled side effect
0 ms✓ ok
conflicts_detect.labeled side effect
0 ms✓ ok
PR Review · 40194951927-1 run
15.1 s✓ successworkflow run
review stage
15.1 s✓ success
llm_call LLM call
5.1 s✓ okanthropic:claude-sonnet-5-520.3k → 611 3.9k cached$0.0393
review.comment_posted side effect
0 ms✓ oklink
review.review_submitted side effect
0 ms✓ ok
review.labels_applied side effect
0 ms✓ ok
Item Closed · 40195150892-1 run
2 ms✓ successworkflow run