Autonomous Dev Loop

Pipelines › PR #283

Work-item trace · PR #283 Approved by review

Trace 9289b965d8457251d67110b461af8d6a · [redacted]#pr-283 · 10 run(s) · started 2026-10-23 18:28:15 UTC

View on GitHub →
Lead time (first start → last end)
1 d 0 h
Running
2 min 09 s
Waiting between runs
1 d 0 h
LLM cost
$0.5778

Overview

Journey Approved by review

  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

    10 attempts · 0 failed · 0 adverse

  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 (#283) 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

    2026-10-23 18:28 UTC · 40003355411-1 · 12 actions · LLM $0.0570

  2. 2. PR Review✓ success

    2026-10-23 18:32 UTC · 40003890611-1 · 12 actions · LLM $0.0523

  3. 3. PR Review✓ success

    2026-10-23 18:35 UTC · 40004324092-1 · 12 actions · LLM $0.0510

  4. 4. PR Review○ partial

    2026-10-23 18:38 UTC · 40004725449-1 · 3 actions

  5. 5. PR Review✓ success

    2026-10-23 18:39 UTC · 40004900383-1 · 12 actions · LLM $0.0564

  6. 6. PR Review✓ success

    2026-10-23 18:45 UTC · 40005668010-1 · 12 actions · LLM $0.0725

  7. 7. PR Review✓ success

    2026-10-23 18:48 UTC · 40006177285-1 · 12 actions · LLM $0.0649

  8. 8. PR Review✓ success

    2026-10-24 19:14 UTC · 40124276311-1 · 12 actions · LLM $0.0790

  9. 9. PR Review✓ success

    2026-10-24 19:18 UTC · 40124566808-1 · 12 actions · LLM $0.0711

  10. 10. PR Review✓ success

    2026-10-24 19:21 UTC · 40124820135-1 · 12 actions · LLM $0.0737

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.5778
LLM calls
9
Input tokens
278.4k
of which cache reads
22.7k
Output tokens
5.8k
Runs with LLM calls
9

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

StageCallsInputCache readsOutputCost
review9278.4k22.7k5.8k$0.5778 USD
RunWorkflowCallsInputOutputCost
40003355411-1PR Review124.8k558$0.0570 USD
40003890611-1PR Review125.8k790$0.0523 USD
40004324092-1PR Review126.2k576$0.0510 USD
40004900383-1PR Review128.5k669$0.0564 USD
40005668010-1PR Review131.6k734$0.0725 USD
40006177285-1PR Review132.4k737$0.0649 USD
40124276311-1PR Review135.7k576$0.0790 USD
40124566808-1PR Review136.5k528$0.0711 USD
40124820135-1PR Review137.0k678$0.0737 USD

Key events

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

PR Review · 40003355411-1 2026-10-23 18:28:15

Key events · decisions, errors, side effects

PR Review · 40003890611-1 2026-10-23 18:32:03

Key events · decisions, errors, side effects

PR Review · 40004324092-1 2026-10-23 18:35:11

Key events · decisions, errors, side effects

PR Review · 40004725449-1 2026-10-23 18:38:12

Key events · decisions, errors, side effects

PR Review · 40004900383-1 2026-10-23 18:39:43

Key events · decisions, errors, side effects

PR Review · 40005668010-1 2026-10-23 18:45:04

Key events · decisions, errors, side effects

PR Review · 40006177285-1 2026-10-23 18:48:34

Key events · decisions, errors, side effects

PR Review · 40124276311-1 2026-10-24 19:14:24

Key events · decisions, errors, side effects

PR Review · 40124566808-1 2026-10-24 19:18:05

Key events · decisions, errors, side effects

PR Review · 40124820135-1 2026-10-24 19:21:27

Key events · decisions, errors, side effects

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
40003355411-1PR Reviewpull_request✓ success2026-10-23 18:28:1515.1 snot recorded
40003890611-1PR Reviewpush✓ success2026-10-23 18:32:0315.9 snot recorded
40004324092-1PR Reviewpush✓ success2026-10-23 18:35:1112.7 snot recorded
40004725449-1PR Reviewpushpartial2026-10-23 18:38:12775 msnot recorded
40004900383-1PR Reviewpush✓ success2026-10-23 18:39:4313.8 snot recorded
40005668010-1PR Reviewpush✓ success2026-10-23 18:45:0415.2 snot recorded
40006177285-1PR Reviewpush✓ success2026-10-23 18:48:3416.0 snot recorded
40124276311-1PR Reviewpush✓ success2026-10-24 19:14:2412.7 snot recorded
40124566808-1PR Reviewpush✓ success2026-10-24 19:18:0512.8 snot recorded
40124820135-1PR Reviewpush✓ success2026-10-24 19:21:2713.8 snot recorded

Waterfall

runstageLLM callside effect
SpanTimeline (1 d 0 h)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 40003355411-1 run
15.1 s✓ success
review stage
15.1 s✓ success
llm_call LLM call
6.0 s✓ okanthropic:claude-sonnet-5-524.8k → 558$0.0570
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 · 40003890611-1 run
15.9 s✓ success
review stage
15.9 s✓ success
llm_call LLM call
6.9 s✓ okanthropic:claude-sonnet-5-525.8k → 790 3.8k cached$0.0523
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 · 40004324092-1 run
12.7 s✓ success
review stage
12.7 s✓ success
llm_call LLM call
4.8 s✓ okanthropic:claude-sonnet-5-526.2k → 576 3.8k cached$0.0510
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 · 40004725449-1 run
775 mspartial
review stage
774 msskipped
PR Review · 40004900383-1 run
13.8 s✓ success
review stage
13.8 s✓ success
llm_call LLM call
6.6 s✓ okanthropic:claude-sonnet-5-528.5k → 669 3.8k cached$0.0564
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 · 40005668010-1 run
15.2 s✓ success
review stage
15.2 s✓ success
llm_call LLM call
6.8 s✓ okanthropic:claude-sonnet-5-531.6k → 734$0.0725
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 · 40006177285-1 run
16.0 s✓ success
review stage
16.0 s✓ success
llm_call LLM call
7.3 s✓ okanthropic:claude-sonnet-5-532.4k → 737 3.8k cached$0.0649
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 · 40124276311-1 run
12.7 s✓ success
review stage
12.7 s✓ success
llm_call LLM call
4.9 s✓ okanthropic:claude-sonnet-5-535.7k → 576$0.0790
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 · 40124566808-1 run
12.8 s✓ success
review stage
12.8 s✓ success
llm_call LLM call
4.9 s✓ okanthropic:claude-sonnet-5-536.5k → 528 3.8k cached$0.0711
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 · 40124820135-1 run
13.8 s✓ success
review stage
13.8 s✓ success
llm_call LLM call
5.9 s✓ okanthropic:claude-sonnet-5-537.0k → 678 3.8k cached$0.0737
review.comment_posted side effect
0 ms✓ oklink
review.review_submitted side effect
0 ms✓ ok
review.labels_applied side effect
0 ms✓ ok