Autonomous Dev Loop

Pipelines › PR #296

Work-item trace · PR #296 Merged

Trace f9d2ec3d18b8c15e51c743bd61ad47ef · koydas/autonomous-dev-loop#pr-296 · 23 run(s) · started 2026-10-25 03:38:10 UTC

View on GitHub →
Lead time (first start → last end)
20 h 36 min
Running
4 min 11 s
Waiting between runs
20 h 32 min
LLM cost
$1.6475

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

    16 attempts · 0 failed · 1 adverse · recovered

  5. Auto-fix

    Not recorded

  6. Conflicts fix

    Not triggered: no merge conflict recorded

Journaled: merged 2026-10-26 00:14 UTC. (#296) 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

    2026-10-25 03:38 UTC · 40158851680-1 · 14 actions · LLM $0.0965

  2. 2. PR Review○ partial

    2026-10-25 03:39 UTC · 40158939067-1 · 3 actions

  3. 3. PR Review✓ success

    2026-10-25 03:43 UTC · 40159211472-1 · 14 actions · LLM $0.0994

  4. 4. PR Review○ partial

    2026-10-25 12:22 UTC · 40192741077-1 · 13 actions · LLM $0.1031

  5. 5. PR Review✓ success

    2026-10-25 12:26 UTC · 40192985862-1 · 14 actions · LLM $0.1014

  6. 6. PR Review○ partial

    2026-10-25 12:29 UTC · 40193235822-1 · 3 actions

  7. 7. PR Review✓ success

    2026-10-25 12:30 UTC · 40193243648-1 · 14 actions · LLM $0.1055

  8. 8. PR Review✓ success

    2026-10-25 12:39 UTC · 40193972636-1 · 14 actions · LLM $0.1168

  9. 9. PR Review✓ success

    2026-10-25 12:50 UTC · 40194800557-1 · 14 actions · LLM $0.1226

  10. 10. PR Review✓ success

    2026-10-25 12:52 UTC · 40194994511-1 · 14 actions · LLM $0.1122

  11. 11. Conflicts Fix✓ success

    2026-10-25 12:53 UTC · 40195151072-1 · 4 actions

  12. 12. PR Review✓ success

    2026-10-25 12:57 UTC · 40195345136-1 · 14 actions · LLM $0.1174

  13. 13. Conflicts Fix✓ success

    2026-10-25 13:09 UTC · 40196347618-1 · 3 actions

  14. 14. PR Review✓ success

    2026-10-25 13:10 UTC · 40196304784-1 · 14 actions · LLM $0.1177

  15. 15. Conflicts Fix✓ success

    2026-10-25 13:13 UTC · 40196623420-1 · 3 actions

  16. 16. PR Review✓ success

    2026-10-25 13:21 UTC · 40197101399-1 · 14 actions · LLM $0.1386

  17. 17. PR Review✓ success

    2026-10-25 13:25 UTC · 40197465249-1 · 14 actions · LLM $0.1358

  18. 18. PR Review✓ success

    2026-10-25 13:31 UTC · 40197878790-1 · 14 actions · LLM $0.1385

  19. 19. Conflicts Fix✓ success

    2026-10-25 13:32 UTC · 40198073376-1 · 3 actions

  20. 20. PR Review✓ success

    2026-10-25 13:35 UTC · 40198235010-1 · 14 actions · LLM $0.1421

  21. 21. Conflicts Fix✓ success

    2026-10-25 16:36 UTC · 40212466053-1 · 3 actions

  22. 22. Conflicts Fix✓ success

    2026-10-25 20:59 UTC · 40233336821-1 · 3 actions

  23. 23. Item Closed✓ success

    2026-10-26 00:14 UTC · 40248389238-1 · 2 actions

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$1.6475
LLM calls
14
Input tokens
804.3k
of which cache reads
43.2k
Output tokens
11.5k
Runs with LLM calls
14

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

StageCallsInputCache readsOutputCost
review14804.3k43.2k11.5k$1.6475 USD
RunWorkflowCallsInputOutputCost
40158851680-1PR Review147.4k924$0.0965 USD
40159211472-1PR Review149.1k872$0.0994 USD
40192741077-1PR Review150.7k926$0.1031 USD
40192985862-1PR Review149.7k935$0.1014 USD
40193243648-1PR Review152.8k730$0.1055 USD
40193972636-1PR Review152.8k929$0.1168 USD
40194800557-1PR Review156.2k831$0.1226 USD
40194994511-1PR Review156.3k708$0.1122 USD
40195345136-1PR Review158.3k819$0.1174 USD
40196304784-1PR Review158.7k779$0.1177 USD
40197101399-1PR Review164.9k673$0.1386 USD
40197465249-1PR Review167.7k787$0.1358 USD
40197878790-1PR Review169.2k743$0.1385 USD
40198235010-1PR Review170.5k847$0.1421 USD

Key events

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

PR Review · 40158851680-1 2026-10-25 03:38:10

Key events · decisions, errors, side effects

PR Review · 40158939067-1 2026-10-25 03:39:46

Key events · decisions, errors, side effects

PR Review · 40159211472-1 2026-10-25 03:43:57

Key events · decisions, errors, side effects

PR Review · 40192741077-1 2026-10-25 12:22:26

Key events · decisions, errors, side effects

PR Review · 40192985862-1 2026-10-25 12:26:22

Key events · decisions, errors, side effects

PR Review · 40193235822-1 2026-10-25 12:29:41

Key events · decisions, errors, side effects

PR Review · 40193243648-1 2026-10-25 12:30:57

Key events · decisions, errors, side effects

PR Review · 40193972636-1 2026-10-25 12:39:23

Key events · decisions, errors, side effects

PR Review · 40194800557-1 2026-10-25 12:50:40

Key events · decisions, errors, side effects

PR Review · 40194994511-1 2026-10-25 12:52:57

Key events · decisions, errors, side effects

Conflicts Fix · 40195151072-1 2026-10-25 12:53:59

Key events · decisions, errors, side effects

PR Review · 40195345136-1 2026-10-25 12:57:55

Key events · decisions, errors, side effects

Conflicts Fix · 40196347618-1 2026-10-25 13:09:59

Key events · decisions, errors, side effects

PR Review · 40196304784-1 2026-10-25 13:10:35

Key events · decisions, errors, side effects

Conflicts Fix · 40196623420-1 2026-10-25 13:13:38

Key events · decisions, errors, side effects

PR Review · 40197101399-1 2026-10-25 13:21:18

Key events · decisions, errors, side effects

PR Review · 40197465249-1 2026-10-25 13:25:57

Key events · decisions, errors, side effects

PR Review · 40197878790-1 2026-10-25 13:31:15

Key events · decisions, errors, side effects

Conflicts Fix · 40198073376-1 2026-10-25 13:32:40

Key events · decisions, errors, side effects

PR Review · 40198235010-1 2026-10-25 13:35:48

Key events · decisions, errors, side effects

Conflicts Fix · 40212466053-1 2026-10-25 16:36:23

Key events · decisions, errors, side effects

Conflicts Fix · 40233336821-1 2026-10-25 20:59:45

Key events · decisions, errors, side effects

Item Closed · 40248389238-1 2026-10-26 00:14:40

Key events · decisions, errors, side effects

No decision, warning or error recorded in this run.

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
40158851680-1PR Reviewpush✓ success2026-10-25 03:38:1015.4 sworkflow run
40158939067-1PR Reviewpull_requestpartial2026-10-25 03:39:46666 msworkflow run
40159211472-1PR Reviewpush✓ success2026-10-25 03:43:5716.3 sworkflow run
40192741077-1PR Reviewpushpartial2026-10-25 12:22:2614.5 sworkflow run
40192985862-1PR Reviewpush✓ success2026-10-25 12:26:2217.5 sworkflow run
40193235822-1PR Reviewpushpartial2026-10-25 12:29:41580 msworkflow run
40193243648-1PR Reviewpush✓ success2026-10-25 12:30:5715.9 sworkflow run
40193972636-1PR Reviewpush✓ success2026-10-25 12:39:2316.3 sworkflow run
40194800557-1PR Reviewpush✓ success2026-10-25 12:50:4015.5 sworkflow run
40194994511-1PR Reviewpush✓ success2026-10-25 12:52:5714.2 sworkflow run
40195151072-1Conflicts Fixpush✓ success2026-10-25 12:53:594.9 sworkflow run
40195345136-1PR Reviewpush✓ success2026-10-25 12:57:5514.9 sworkflow run
40196347618-1Conflicts Fixpush✓ success2026-10-25 13:09:594.2 sworkflow run
40196304784-1PR Reviewpush✓ success2026-10-25 13:10:3515.4 sworkflow run
40196623420-1Conflicts Fixpush✓ success2026-10-25 13:13:3810.8 sworkflow run
40197101399-1PR Reviewpush✓ success2026-10-25 13:21:1814.3 sworkflow run
40197465249-1PR Reviewpush✓ success2026-10-25 13:25:5722.8 sworkflow run
40197878790-1PR Reviewpush✓ success2026-10-25 13:31:1515.5 sworkflow run
40198073376-1Conflicts Fixpush✓ success2026-10-25 13:32:401.0 sworkflow run
40198235010-1PR Reviewpush✓ success2026-10-25 13:35:4818.1 sworkflow run
40212466053-1Conflicts Fixschedule✓ success2026-10-25 16:36:231.0 sworkflow run
40233336821-1Conflicts Fixschedule✓ success2026-10-25 20:59:45743 msworkflow run
40248389238-1Item Closedpull_request✓ success2026-10-26 00:14:401 msworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (20 h 36 min)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 40158851680-1 run
15.4 s✓ successworkflow run
review stage
15.4 s✓ success
llm_call LLM call
7.8 s✓ okanthropic:claude-sonnet-5-547.4k → 924 3.9k cached$0.0965
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 · 40158939067-1 run
666 mspartialworkflow run
review stage
664 msskipped
PR Review · 40159211472-1 run
16.3 s✓ successworkflow run
review stage
16.3 s✓ success
llm_call LLM call
7.3 s✓ okanthropic:claude-sonnet-5-549.1k → 872 3.9k cached$0.0994
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 · 40192741077-1 run
14.5 spartialworkflow run
review stage
14.5 s✓ success
llm_call LLM call
7.8 s✓ okanthropic:claude-sonnet-5-550.7k → 926 3.9k cached$0.1031
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 · 40192985862-1 run
17.5 s✓ successworkflow run
review stage
17.5 s✓ success
llm_call LLM call
7.5 s✓ okanthropic:claude-sonnet-5-549.7k → 935 3.9k cached$0.1014
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 · 40193235822-1 run
580 mspartialworkflow run
review stage
577 msskipped
PR Review · 40193243648-1 run
15.9 s✓ successworkflow run
review stage
15.9 s✓ success
llm_call LLM call
7.7 s✓ okanthropic:claude-sonnet-5-552.8k → 730 3.9k cached$0.1055
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 · 40193972636-1 run
16.3 s✓ successworkflow run
review stage
16.3 s✓ success
llm_call LLM call
7.9 s✓ okanthropic:claude-sonnet-5-552.8k → 929$0.1168
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 · 40194800557-1 run
15.5 s✓ successworkflow run
review stage
15.5 s✓ success
llm_call LLM call
7.6 s✓ okanthropic:claude-sonnet-5-556.2k → 831$0.1226
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 · 40194994511-1 run
14.2 s✓ successworkflow run
review stage
14.2 s✓ success
llm_call LLM call
6.1 s✓ okanthropic:claude-sonnet-5-556.3k → 708 3.9k cached$0.1122
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 · 40195151072-1 run
4.9 s✓ successworkflow run
conflicts_detect stage
4.9 s✓ success
conflicts_detect.labeled side effect
0 ms✓ ok
PR Review · 40195345136-1 run
14.9 s✓ successworkflow run
review stage
14.9 s✓ success
llm_call LLM call
7.0 s✓ okanthropic:claude-sonnet-5-558.3k → 819 3.9k cached$0.1174
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 · 40196347618-1 run
4.2 s✓ successworkflow run
conflicts_detect stage
4.2 s✓ success
PR Review · 40196304784-1 run
15.4 s✓ successworkflow run
review stage
15.3 s✓ success
llm_call LLM call
6.9 s✓ okanthropic:claude-sonnet-5-558.7k → 779 3.9k cached$0.1177
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 · 40196623420-1 run
10.8 s✓ successworkflow run
conflicts_detect stage
10.8 s✓ success
PR Review · 40197101399-1 run
14.3 s✓ successworkflow run
review stage
14.3 s✓ success
llm_call LLM call
6.5 s✓ okanthropic:claude-sonnet-5-564.9k → 673$0.1386
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 · 40197465249-1 run
22.8 s✓ successworkflow run
review stage
22.7 s✓ success
llm_call LLM call
14.4 s✓ okanthropic:claude-sonnet-5-567.7k → 787 3.9k cached$0.1358
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 · 40197878790-1 run
15.5 s✓ successworkflow run
review stage
15.5 s✓ success
llm_call LLM call
7.1 s✓ okanthropic:claude-sonnet-5-569.2k → 743 3.9k cached$0.1385
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 · 40198073376-1 run
1.0 s✓ successworkflow run
conflicts_detect stage
1.0 s✓ success
PR Review · 40198235010-1 run
18.1 s✓ successworkflow run
review stage
18.1 s✓ success
llm_call LLM call
7.7 s✓ okanthropic:claude-sonnet-5-570.5k → 847 3.9k cached$0.1421
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 · 40212466053-1 run
1.0 s✓ successworkflow run
conflicts_detect stage
1.0 s✓ success
Conflicts Fix · 40233336821-1 run
743 ms✓ successworkflow run
conflicts_detect stage
741 ms✓ success
Item Closed · 40248389238-1 run
1 ms✓ successworkflow run