Autonomous Dev Loop
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Pipelines › PR #319

Work-item trace · PR #319 Merged

Trace 7ee09c0f299c526c70aadb7f46292c5a · koydas/autonomous-dev-loop#pr-319 · 11 run(s) · started 2026-10-28 03:47:03 UTC

View on GitHub →

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

Lead time (first start → last end)
2 d 15 h
Running
1 min 39 s
Waiting between runs
2 d 15 h
LLM cost
$0.3817

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

    7 attempts · 0 failed · 0 adverse

  5. Auto-fix

    Not triggered: no REQUEST_CHANGES verdict recorded

  6. Conflicts fix

    Not triggered: no merge conflict recorded

Journaled: merged 2026-10-30 19:04 UTC. (#314, #319) or the Pipelines page.

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✓ success

    2026-10-28 03:47 UTC · 40628488973-1 · 16 actions · LLM $0.0659

  2. 2. PR Review○ partial

    2026-10-28 03:48 UTC · 40628493283-1 · 3 actions

  3. 3. PR Review✓ success

    2026-10-28 03:50 UTC · 40628840771-1 · 15 actions · LLM $0.0577

  4. 4. PR Review✓ success

    2026-10-28 03:54 UTC · 40629147208-1 · 15 actions · LLM $0.0602

  5. 5. PR Review✓ success

    2026-10-28 03:57 UTC · 40629470856-1 · 15 actions · LLM $0.0613

  6. 6. PR Review✓ success

    2026-10-28 04:01 UTC · 40629831205-1 · 15 actions · LLM $0.0639

  7. 7. Conflicts Fix○ partial

    2026-10-28 05:57 UTC · 40640966540-1 · 6 actions

  8. 8. Conflicts Fix○ partial

    2026-10-28 13:15 UTC · 40694670059-1 · 5 actions

  9. 9. Conflicts Fix○ partial

    2026-10-28 19:10 UTC · 40751868400-1 · 5 actions

  10. 10. PR Review✓ success

    2026-10-28 19:18 UTC · 40752783973-1 · 15 actions · LLM $0.0727

  11. 11. Item Closed✓ success

    2026-10-30 19:04 UTC · 41112198003-1 · 2 actions

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.3817
LLM calls
6
Input tokens
183.8k
of which cache reads
16.4k
Output tokens
4.1k
Runs with LLM calls
6

provider-measured tokens (prompt cache priced apart, thinking inside the output); list price (PRICES_USD_PER_MTOK), never a bill.

StageCallsInputCache readsOutputCost
review6183.8k16.4k4.1k$0.3817 USD
RunWorkflowCallsInputOutputCost
40628488973-1PR Review127.7k837$0.0659 USD
40628840771-1PR Review129.6k639$0.0577 USD
40629147208-1PR Review130.3k737$0.0602 USD
40629470856-1PR Review131.3k648$0.0613 USD
40629831205-1PR Review132.4k682$0.0639 USD
40752783973-1PR Review132.5k571$0.0727 USD

Key events

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

PR Review · 40628488973-1 2026-10-28 03:47:03

Key events · decisions, errors, side effects

PR Review · 40628493283-1 2026-10-28 03:48:38

Key events · decisions, errors, side effects

PR Review · 40628840771-1 2026-10-28 03:50:43

Key events · decisions, errors, side effects

PR Review · 40629147208-1 2026-10-28 03:54:00

Key events · decisions, errors, side effects

PR Review · 40629470856-1 2026-10-28 03:57:59

Key events · decisions, errors, side effects

PR Review · 40629831205-1 2026-10-28 04:01:32

Key events · decisions, errors, side effects

Conflicts Fix · 40640966540-1 2026-10-28 05:57:39

Key events · decisions, errors, side effects

Conflicts Fix · 40694670059-1 2026-10-28 13:15:01

Key events · decisions, errors, side effects

Conflicts Fix · 40751868400-1 2026-10-28 19:10:31

Key events · decisions, errors, side effects

PR Review · 40752783973-1 2026-10-28 19:18:06

Key events · decisions, errors, side effects

Item Closed · 41112198003-1 2026-10-30 19:04:45

Key events · decisions, errors, side effects

No decision, warning or error recorded in this run.

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
40628488973-1PR Reviewpush✓ success2026-10-28 03:47:0315.2 sworkflow run
40628493283-1PR Reviewpull_requestpartial2026-10-28 03:48:38633 msworkflow run
40628840771-1PR Reviewpush✓ success2026-10-28 03:50:4313.4 sworkflow run
40629147208-1PR Reviewpush✓ success2026-10-28 03:54:0013.9 sworkflow run
40629470856-1PR Reviewpush✓ success2026-10-28 03:57:5915.1 sworkflow run
40629831205-1PR Reviewpush✓ success2026-10-28 04:01:3215.7 sworkflow run
40640966540-1Conflicts Fixschedulepartial2026-10-28 05:57:393.4 sworkflow run
40694670059-1Conflicts Fixschedulepartial2026-10-28 13:15:012.5 sworkflow run
40751868400-1Conflicts Fixpushpartial2026-10-28 19:10:314.9 sworkflow run
40752783973-1PR Reviewpush✓ success2026-10-28 19:18:0613.9 sworkflow run
41112198003-1Item Closedpull_request✓ success2026-10-30 19:04:451 msworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (2 d 15 h)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 40628488973-1 run
15.2 s✓ successworkflow run
review stage
15.2 s✓ success
llm_call LLM call
6.8 s✓ okanthropic:claude-sonnet-5-527.7k → 837$0.0659
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 · 40628493283-1 run
633 mspartialworkflow run
review stage
630 msskipped
PR Review · 40628840771-1 run
13.4 s✓ successworkflow run
review stage
13.4 s✓ success
llm_call LLM call
5.3 s✓ okanthropic:claude-sonnet-5-529.6k → 639 4.1k cached$0.0577
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 · 40629147208-1 run
13.9 s✓ successworkflow run
review stage
13.9 s✓ success
llm_call LLM call
6.8 s✓ okanthropic:claude-sonnet-5-530.3k → 737 4.1k cached$0.0602
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 · 40629470856-1 run
15.1 s✓ successworkflow run
review stage
15.1 s✓ success
llm_call LLM call
5.5 s✓ okanthropic:claude-sonnet-5-531.3k → 648 4.1k cached$0.0613
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 · 40629831205-1 run
15.7 s✓ successworkflow run
review stage
15.7 s✓ success
llm_call LLM call
6.1 s✓ okanthropic:claude-sonnet-5-532.4k → 682 4.1k cached$0.0639
review.comment_posted side effect
0 ms✓ oklink
review.review_submitted side effect
0 ms✓ ok
review.labels_applied side effect
0 ms✓ ok
Conflicts Fix · 40640966540-1 run
3.4 spartialworkflow run
conflicts_detect stage
2.8 s✓ success
conflicts_detect.labeled side effect
0 ms✓ ok
Conflicts Fix · 40694670059-1 run
2.5 spartialworkflow run
conflicts_detect stage
2.0 s✓ success
Conflicts Fix · 40751868400-1 run
4.9 spartialworkflow run
conflicts_detect stage
4.4 s✓ success
PR Review · 40752783973-1 run
13.9 s✓ successworkflow run
review stage
13.9 s✓ success
llm_call LLM call
4.5 s✓ okanthropic:claude-sonnet-5-532.5k → 571$0.0727
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 · 41112198003-1 run
1 ms✓ successworkflow run