Autonomous Dev Loop
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Pipelines › PR #317

Work-item trace · PR #317 Merged

Trace 776fc09f1f28f49a8bbf665dfb2873c9 · koydas/autonomous-dev-loop#pr-317 · 7 run(s) · started 2026-10-27 22:13:07 UTC

View on GitHub →

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

Lead time (first start → last end)
5 h 13 min
Running
1 min 04 s
Waiting between runs
5 h 12 min
LLM cost
$0.1260

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 · 0 adverse

  5. Auto-fix

    Not triggered: no REQUEST_CHANGES verdict recorded

  6. Conflicts fix

    Not triggered: no merge conflict recorded

Journaled: merged 2026-10-28 03:26 UTC. (#314, #316, #317) 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 22:13 UTC · 40592869892-1 · 3 actions

  2. 2. PR Review✓ success

    2026-10-27 22:14 UTC · 40593026348-1 · 15 actions · LLM $0.0302

  3. 3. PR Review✓ success

    2026-10-27 22:16 UTC · 40593349588-1 · 14 actions · LLM $0.0291

  4. 4. PR Review✓ success

    2026-10-27 22:21 UTC · 40593999619-1 · 14 actions · LLM $0.0282

  5. 5. Conflicts Fix○ partial

    2026-10-28 02:32 UTC · 40621564661-1 · 6 actions

  6. 6. PR Review✓ success

    2026-10-28 03:24 UTC · 40626395983-1 · 14 actions · LLM $0.0384

  7. 7. Item Closed✓ success

    2026-10-28 03:26 UTC · 40626705331-1 · 2 actions

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.1260
LLM calls
4
Input tokens
62.2k
of which cache reads
12.3k
Output tokens
2.3k
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
review462.2k12.3k2.3k$0.1260 USD
RunWorkflowCallsInputOutputCost
40593026348-1PR Review115.6k686$0.0302 USD
40593349588-1PR Review115.6k576$0.0291 USD
40593999619-1PR Review115.5k502$0.0282 USD
40626395983-1PR Review115.5k534$0.0384 USD

Key events

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

PR Review · 40592869892-1 2026-10-27 22:13:07

Key events · decisions, errors, side effects

PR Review · 40593026348-1 2026-10-27 22:14:39

Key events · decisions, errors, side effects

PR Review · 40593349588-1 2026-10-27 22:16:44

Key events · decisions, errors, side effects

PR Review · 40593999619-1 2026-10-27 22:21:40

Key events · decisions, errors, side effects

Conflicts Fix · 40621564661-1 2026-10-28 02:32:57

Key events · decisions, errors, side effects

PR Review · 40626395983-1 2026-10-28 03:24:48

Key events · decisions, errors, side effects

Item Closed · 40626705331-1 2026-10-28 03:26:42

Key events · decisions, errors, side effects

No decision, warning or error recorded in this run.

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
40592869892-1PR Reviewpushpartial2026-10-27 22:13:07859 msworkflow run
40593026348-1PR Reviewpush✓ success2026-10-27 22:14:3914.8 sworkflow run
40593349588-1PR Reviewpush✓ success2026-10-27 22:16:4415.9 sworkflow run
40593999619-1PR Reviewpush✓ success2026-10-27 22:21:4013.5 sworkflow run
40621564661-1Conflicts Fixpushpartial2026-10-28 02:32:575.1 sworkflow run
40626395983-1PR Reviewpush✓ success2026-10-28 03:24:4813.6 sworkflow run
40626705331-1Item Closedpull_request✓ success2026-10-28 03:26:421 msworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (5 h 13 min)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 40592869892-1 run
859 mspartialworkflow run
review stage
857 msskipped
PR Review · 40593026348-1 run
14.8 s✓ successworkflow run
review stage
14.8 s✓ success
llm_call LLM call
5.3 s✓ okanthropic:claude-sonnet-5-515.6k → 686 4.1k cached$0.0302
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 · 40593349588-1 run
15.9 s✓ successworkflow run
review stage
15.9 s✓ success
llm_call LLM call
5.6 s✓ okanthropic:claude-sonnet-5-515.6k → 576 4.1k cached$0.0291
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 · 40593999619-1 run
13.5 s✓ successworkflow run
review stage
13.5 s✓ success
llm_call LLM call
4.8 s✓ okanthropic:claude-sonnet-5-515.5k → 502 4.1k cached$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
Conflicts Fix · 40621564661-1 run
5.1 spartialworkflow run
conflicts_detect stage
4.6 s✓ success
PR Review · 40626395983-1 run
13.6 s✓ successworkflow run
review stage
13.6 s✓ success
llm_call LLM call
5.1 s✓ okanthropic:claude-sonnet-5-515.5k → 534$0.0384
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 · 40626705331-1 run
1 ms✓ successworkflow run