Autonomous Dev Loop

Pipelines › PR #314

Work-item trace · PR #314 Merged

Trace e1e00d43c3cc0f8bce646e4ed563eddb · koydas/autonomous-dev-loop#pr-314 · 10 run(s) · started 2026-10-27 19:15:54 UTC

View on GitHub →
Lead time (first start → last end)
2 d 23 h
Running
1 min 19 s
Waiting between runs
2 d 23 h
LLM cost
$0.5165

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

    5 attempts · 0 failed · 1 adverse · recovered

  5. Auto-fix

    Not recorded

  6. Conflicts fix

    Not triggered: no merge conflict recorded

Journaled: merged 2026-10-30 19:00 UTC. (#312, #313, #314) 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○ partial

    2026-10-27 19:15 UTC · 40567276317-1 · 15 actions · LLM $0.1244

  2. 2. PR Review○ partial

    2026-10-27 19:17 UTC · 40567327533-1 · 3 actions

  3. 3. Conflicts Fix○ partial

    2026-10-27 19:18 UTC · 40567952544-1 · 7 actions

  4. 4. PR Review✓ success

    2026-10-27 19:19 UTC · 40567824965-1 · 16 actions · LLM $0.1258

  5. 5. PR Review✓ success

    2026-10-27 19:21 UTC · 40568183193-1 · 15 actions · LLM $0.1290

  6. 6. Conflicts Fix○ partial

    2026-10-27 19:25 UTC · 40568900077-1 · 7 actions

  7. 7. Conflicts Fix○ partial

    2026-10-27 21:58 UTC · 40591052344-1 · 4 actions

  8. 8. PR Review✓ success

    2026-10-28 03:37 UTC · 40627563514-1 · 15 actions · LLM $0.1372

  9. 9. Conflicts Fix✓ success

    2026-10-28 03:38 UTC · 40627830832-1 · 4 actions

  10. 10. Item Closed✓ success

    2026-10-30 19:00 UTC · 41111630344-1 · 2 actions

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.5165
LLM calls
4
Input tokens
256.9k
of which cache reads
12.3k
Output tokens
2.4k
Runs with LLM calls
4

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

StageCallsInputCache readsOutputCost
review4256.9k12.3k2.4k$0.5165 USD
RunWorkflowCallsInputOutputCost
40567276317-1PR Review162.8k651$0.1244 USD
40567824965-1PR Review163.1k734$0.1258 USD
40568183193-1PR Review165.5k578$0.1290 USD
40627563514-1PR Review165.5k428$0.1372 USD

Key events

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

PR Review · 40567276317-1 2026-10-27 19:15:54

Key events · decisions, errors, side effects

PR Review · 40567327533-1 2026-10-27 19:17:47

Key events · decisions, errors, side effects

Conflicts Fix · 40567952544-1 2026-10-27 19:18:56

Key events · decisions, errors, side effects

PR Review · 40567824965-1 2026-10-27 19:19:40

Key events · decisions, errors, side effects

PR Review · 40568183193-1 2026-10-27 19:21:59

Key events · decisions, errors, side effects

Conflicts Fix · 40568900077-1 2026-10-27 19:25:16

Key events · decisions, errors, side effects

Conflicts Fix · 40591052344-1 2026-10-27 21:58:03

Key events · decisions, errors, side effects

PR Review · 40627563514-1 2026-10-28 03:37:11

Key events · decisions, errors, side effects

Conflicts Fix · 40627830832-1 2026-10-28 03:38:34

Key events · decisions, errors, side effects

Item Closed · 41111630344-1 2026-10-30 19:00:41

Key events · decisions, errors, side effects

No decision, warning or error recorded in this run.

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
40567276317-1PR Reviewpushpartial2026-10-27 19:15:5416.2 sworkflow run
40567327533-1PR Reviewpull_requestpartial2026-10-27 19:17:471.2 sworkflow run
40567952544-1Conflicts Fixpushpartial2026-10-27 19:18:563.7 sworkflow run
40567824965-1PR Reviewpush✓ success2026-10-27 19:19:4015.1 sworkflow run
40568183193-1PR Reviewpush✓ success2026-10-27 19:21:5915.8 sworkflow run
40568900077-1Conflicts Fixpushpartial2026-10-27 19:25:166.9 sworkflow run
40591052344-1Conflicts Fixpushpartial2026-10-27 21:58:034.3 sworkflow run
40627563514-1PR Reviewpush✓ success2026-10-28 03:37:1114.3 sworkflow run
40627830832-1Conflicts Fixpush✓ success2026-10-28 03:38:341.5 sworkflow run
41111630344-1Item Closedpull_request✓ success2026-10-30 19:00:412 msworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (2 d 23 h)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 40567276317-1 run
16.2 spartialworkflow run
review stage
16.2 s✓ success
llm_call LLM call
7.0 s✓ okanthropic:claude-sonnet-5-562.8k → 651 4.1k cached$0.1244
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 · 40567327533-1 run
1.2 spartialworkflow run
review stage
1.2 sskipped
Conflicts Fix · 40567952544-1 run
3.7 spartialworkflow run
conflicts_detect stage
2.8 s✓ success
conflicts_detect.labeled side effect
0 ms✓ ok
PR Review · 40567824965-1 run
15.1 s✓ successworkflow run
review stage
15.1 s✓ success
llm_call LLM call
6.0 s✓ okanthropic:claude-sonnet-5-563.1k → 734 4.1k cached$0.1258
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 · 40568183193-1 run
15.8 s✓ successworkflow run
review stage
15.8 s✓ success
llm_call LLM call
6.1 s✓ okanthropic:claude-sonnet-5-565.5k → 578 4.1k cached$0.1290
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 · 40568900077-1 run
6.9 spartialworkflow run
conflicts_detect stage
6.5 s✓ success
conflicts_detect.labeled side effect
0 ms✓ ok
conflicts_detect.labeled side effect
0 ms✓ ok
Conflicts Fix · 40591052344-1 run
4.3 spartialworkflow run
conflicts_detect stage
3.8 s✓ success
PR Review · 40627563514-1 run
14.3 s✓ successworkflow run
review stage
14.3 s✓ success
llm_call LLM call
5.2 s✓ okanthropic:claude-sonnet-5-565.5k → 428$0.1372
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 · 40627830832-1 run
1.5 s✓ successworkflow run
conflicts_detect stage
1.5 s✓ success
conflicts_detect.labeled side effect
0 ms✓ ok
Item Closed · 41111630344-1 run
2 ms✓ successworkflow run