Autonomous Dev Loop
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Pipelines › PR #313

Work-item trace · PR #313 Merged

Trace b819cbf65a156ed969169e47c0cf7613 · koydas/autonomous-dev-loop#pr-313 · 7 run(s) · started 2026-10-27 19:13:18 UTC

View on GitHub →

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

Lead time (first start → last end)
2 h 44 min
Running
1 min 17 s
Waiting between runs
2 h 43 min
LLM cost
$0.3081

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

    6 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 2026-10-27 21:58 UTC. (#313) 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

    2026-10-27 19:13 UTC · 40566870877-1 · 16 actions · LLM $0.0559

  2. 2. PR Review○ partial

    2026-10-27 19:15 UTC · 40566921374-1 · 3 actions

  3. 3. PR Review✓ success

    2026-10-27 19:17 UTC · 40567443736-1 · 15 actions · LLM $0.0517

  4. 4. PR Review✓ success

    2026-10-27 19:22 UTC · 40568364634-1 · 15 actions · LLM $0.0643

  5. 5. PR Review✓ success

    2026-10-27 19:25 UTC · 40568751412-1 · 15 actions · LLM $0.0633

  6. 6. PR Review✓ success

    2026-10-27 19:31 UTC · 40569567052-1 · 15 actions · LLM $0.0728

  7. 7. Item Closed✓ success

    2026-10-27 21:58 UTC · 40591052596-1 · 2 actions

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.3081
LLM calls
5
Input tokens
146.6k
of which cache reads
12.3k
Output tokens
3.4k
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.

StageCallsInputCache readsOutputCost
review5146.6k12.3k3.4k$0.3081 USD
RunWorkflowCallsInputOutputCost
40566870877-1PR Review123.2k745$0.0559 USD
40567443736-1PR Review126.8k598$0.0517 USD
40568364634-1PR Review132.2k772$0.0643 USD
40568751412-1PR Review132.2k667$0.0633 USD
40569567052-1PR Review132.2k634$0.0728 USD

Key events

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

PR Review · 40566870877-1 2026-10-27 19:13:18

Key events · decisions, errors, side effects

PR Review · 40566921374-1 2026-10-27 19:15:21

Key events · decisions, errors, side effects

PR Review · 40567443736-1 2026-10-27 19:17:00

Key events · decisions, errors, side effects

PR Review · 40568364634-1 2026-10-27 19:22:50

Key events · decisions, errors, side effects

PR Review · 40568751412-1 2026-10-27 19:25:42

Key events · decisions, errors, side effects

PR Review · 40569567052-1 2026-10-27 19:31:00

Key events · decisions, errors, side effects

Item Closed · 40591052596-1 2026-10-27 21:58:00

Key events · decisions, errors, side effects

No decision, warning or error recorded in this run.

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
40566870877-1PR Reviewpush✓ success2026-10-27 19:13:1816.6 sworkflow run
40566921374-1PR Reviewpull_requestpartial2026-10-27 19:15:21899 msworkflow run
40567443736-1PR Reviewpush✓ success2026-10-27 19:17:0013.7 sworkflow run
40568364634-1PR Reviewpush✓ success2026-10-27 19:22:5015.0 sworkflow run
40568751412-1PR Reviewpush✓ success2026-10-27 19:25:4215.2 sworkflow run
40569567052-1PR Reviewpush✓ success2026-10-27 19:31:0015.8 sworkflow run
40591052596-1Item Closedpull_request✓ success2026-10-27 21:58:002 msworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (2 h 44 min)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 40566870877-1 run
16.6 s✓ successworkflow run
review stage
16.6 s✓ success
llm_call LLM call
7.1 s✓ okanthropic:claude-sonnet-5-523.2k → 745$0.0559
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 · 40566921374-1 run
899 mspartialworkflow run
review stage
897 msskipped
PR Review · 40567443736-1 run
13.7 s✓ successworkflow run
review stage
13.7 s✓ success
llm_call LLM call
4.8 s✓ okanthropic:claude-sonnet-5-526.8k → 598 4.1k cached$0.0517
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 · 40568364634-1 run
15.0 s✓ successworkflow run
review stage
15.0 s✓ success
llm_call LLM call
6.3 s✓ okanthropic:claude-sonnet-5-532.2k → 772 4.1k cached$0.0643
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 · 40568751412-1 run
15.2 s✓ successworkflow run
review stage
15.2 s✓ success
llm_call LLM call
5.6 s✓ okanthropic:claude-sonnet-5-532.2k → 667 4.1k cached$0.0633
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 · 40569567052-1 run
15.8 s✓ successworkflow run
review stage
15.8 s✓ success
llm_call LLM call
5.9 s✓ okanthropic:claude-sonnet-5-532.2k → 634$0.0728
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 · 40591052596-1 run
2 ms✓ successworkflow run