Autonomous Dev Loop
ai-dev-tools ⇄Repository →

Pipelines › PR #245

Work-item trace · PR #245 Approved by review

Trace 8db8111949192f33a2e70f1b04925aa5 · koydas/autonomous-dev-loop#pr-245 · 4 run(s) · started 2026-10-20 22:49:56 UTC

View on GitHub →

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

Lead time (first start → last end)
11 min 55 s
Running
32.2 s
Waiting between runs
11 min 23 s
LLM cost
$0.0791

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

    4 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 (#245) 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

    2026-10-20 22:49 UTC · 39510776862-1 · 11 actions · LLM $0.0282

  2. 2. PR Review○ partial

    2026-10-20 22:51 UTC · 39510894857-1 · 3 actions

  3. 3. PR Review✓ success

    2026-10-20 22:54 UTC · 39511291755-1 · 11 actions · LLM $0.0201

  4. 4. PR Review✓ success

    2026-10-20 23:01 UTC · 39512113649-1 · 11 actions · LLM $0.0308

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.0791
LLM calls
3
Input tokens
35.4k
of which cache reads
4.2k
Output tokens
1.2k
Runs with LLM calls
3

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

StageCallsInputCache readsOutputCost
review335.4k4.2k1.2k$0.0791 USD
RunWorkflowCallsInputOutputCost
39510776862-1PR Review111.3k360$0.0282 USD
39511291755-1PR Review111.9k431$0.0201 USD
39512113649-1PR Review112.2k421$0.0308 USD

Key events

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

PR Review · 39510776862-1 2026-10-20 22:49:56

Key events · decisions, errors, side effects

PR Review · 39510894857-1 2026-10-20 22:51:16

Key events · decisions, errors, side effects

PR Review · 39511291755-1 2026-10-20 22:54:11

Key events · decisions, errors, side effects

PR Review · 39512113649-1 2026-10-20 23:01:40

Key events · decisions, errors, side effects

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
39510776862-1PR Reviewpush✓ success2026-10-20 22:49:5610.6 sworkflow run
39510894857-1PR Reviewpull_requestpartial2026-10-20 22:51:16734 msworkflow run
39511291755-1PR Reviewpush✓ success2026-10-20 22:54:1110.0 sworkflow run
39512113649-1PR Reviewpush✓ success2026-10-20 23:01:4010.9 sworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (11 min 55 s)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 39510776862-1 run
10.6 s✓ successworkflow run
review stage
10.5 s✓ success
llm_call LLM call
3.5 s✓ okanthropic:claude-sonnet-5-511.3k → 360$0.0282
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 · 39510894857-1 run
734 mspartialworkflow run
review stage
733 msskipped
PR Review · 39511291755-1 run
10.0 s✓ successworkflow run
review stage
10.0 s✓ success
llm_call LLM call
3.6 s✓ okanthropic:claude-sonnet-5-511.9k → 431 4.2k cached$0.0201
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 · 39512113649-1 run
10.9 s✓ successworkflow run
review stage
10.9 s✓ success
llm_call LLM call
3.6 s✓ okanthropic:claude-sonnet-5-512.2k → 421$0.0308
review.comment_posted side effect
0 ms✓ oklink
review.review_submitted side effect
0 ms✓ ok
review.labels_applied side effect
0 ms✓ ok