Autonomous Dev Loop
ai-dev-tools ⇄Repository →

Pipelines › PR #311

Work-item trace · PR #311 Merged

Trace d875bcde7d9e8f84e9cc3d2a8a574591 · koydas/autonomous-dev-loop#pr-311 · 8 run(s) · started 2026-10-26 15:33:32 UTC

View on GitHub →

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

Lead time (first start → last end)
1 d 3 h
Running
42.2 s
Waiting between runs
1 d 3 h
LLM cost
$0.1774

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

    3 attempts · 0 failed · 1 adverse · recovered

  5. Auto-fix

    skipped · Skipped (self modification)

  6. Conflicts fix

    Not triggered: no merge conflict recorded

Journaled: merged 2026-10-27 19:18 UTC. (#310, #311) 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

    2026-10-26 15:33 UTC · 40350233847-1 · 14 actions · LLM $0.0935

  2. 2. PR Review○ partial

    2026-10-26 15:35 UTC · 40350285559-1 · 3 actions

  3. 3. Auto-Fix PR○ partial

    2026-10-26 15:35 UTC · 40350544084-1 · 3 actions

  4. 4. Conflicts Fix✓ success

    2026-10-26 22:47 UTC · 40415035114-1 · 5 actions

  5. 5. Conflicts Fix✓ success

    2026-10-27 05:18 UTC · 40454504550-1 · 4 actions

  6. 6. Conflicts Fix✓ success

    2026-10-27 12:28 UTC · 40504018689-1 · 4 actions

  7. 7. PR Review✓ success

    2026-10-27 19:07 UTC · 40565897947-1 · 15 actions · LLM $0.0839

  8. 8. Item Closed✓ success

    2026-10-27 19:18 UTC · 40567940659-1 · 2 actions

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.1774
LLM calls
2
Input tokens
83.3k
of which cache reads
4.1k
Output tokens
1.7k
Runs with LLM calls
2

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

StageCallsInputCache readsOutputCost
review283.3k4.1k1.7k$0.1774 USD
RunWorkflowCallsInputOutputCost
40350233847-1PR Review141.6k816$0.0935 USD
40565897947-1PR Review141.7k836$0.0839 USD

Key events

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

PR Review · 40350233847-1 2026-10-26 15:33:32

Key events · decisions, errors, side effects

PR Review · 40350285559-1 2026-10-26 15:35:40

Key events · decisions, errors, side effects

Auto-Fix PR · 40350544084-1 2026-10-26 15:35:59

Key events · decisions, errors, side effects

Conflicts Fix · 40415035114-1 2026-10-26 22:47:00

Key events · decisions, errors, side effects

Conflicts Fix · 40454504550-1 2026-10-27 05:18:01

Key events · decisions, errors, side effects

Conflicts Fix · 40504018689-1 2026-10-27 12:28:46

Key events · decisions, errors, side effects

PR Review · 40565897947-1 2026-10-27 19:07:00

Key events · decisions, errors, side effects

Item Closed · 40567940659-1 2026-10-27 19:18:44

Key events · decisions, errors, side effects

No decision, warning or error recorded in this run.

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
40350233847-1PR Reviewpushpartial2026-10-26 15:33:3215.9 sworkflow run
40350285559-1PR Reviewpull_requestpartial2026-10-26 15:35:40943 msworkflow run
40350544084-1Auto-Fix PRpull_requestpartial2026-10-26 15:35:593.2 sworkflow run
40415035114-1Conflicts Fixschedule✓ success2026-10-26 22:47:002.2 sworkflow run
40454504550-1Conflicts Fixschedule✓ success2026-10-27 05:18:011.4 sworkflow run
40504018689-1Conflicts Fixschedule✓ success2026-10-27 12:28:461.5 sworkflow run
40565897947-1PR Reviewpush✓ success2026-10-27 19:07:0017.0 sworkflow run
40567940659-1Item Closedpull_request✓ success2026-10-27 19:18:441 msworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (1 d 3 h)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 40350233847-1 run
15.9 spartialworkflow run
review stage
15.9 s✓ success
llm_call LLM call
6.5 s✓ okanthropic:claude-sonnet-5-541.6k → 816$0.0935
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 · 40350285559-1 run
943 mspartialworkflow run
review stage
942 msskipped
Auto-Fix PR · 40350544084-1 run
5.6 spartialworkflow run
autofix stage
1.4 sskipped
workflow.push side effect
0 msskipped
Conflicts Fix · 40415035114-1 run
2.2 s✓ successworkflow run
conflicts_detect stage
2.2 s✓ success
conflicts_detect.labeled side effect
0 ms✓ ok
Conflicts Fix · 40454504550-1 run
1.4 s✓ successworkflow run
conflicts_detect stage
1.4 s✓ success
Conflicts Fix · 40504018689-1 run
1.5 s✓ successworkflow run
conflicts_detect stage
1.5 s✓ success
PR Review · 40565897947-1 run
17.0 s✓ successworkflow run
review stage
17.0 s✓ success
llm_call LLM call
7.2 s✓ okanthropic:claude-sonnet-5-541.7k → 836 4.1k cached$0.0839
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 · 40567940659-1 run
1 ms✓ successworkflow run