Autonomous Dev Loop

Pipelines › PR #295

Work-item trace · PR #295 Merged

Trace ab9545c0dd540591726cee06701d17a5 · koydas/autonomous-dev-loop#pr-295 · 5 run(s) · started 2026-10-25 03:36:10 UTC

View on GitHub →
Lead time (first start → last end)
9 h 12 min
Running
54.1 s
Waiting between runs
9 h 11 min
LLM cost
$0.1556

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

    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

Journaled: merged 2026-10-25 12:48 UTC. (#295) 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

    2026-10-25 03:36 UTC · 40158737973-1 · 13 actions · LLM $0.0381

  2. 2. PR Review✓ success

    2026-10-25 03:44 UTC · 40159222298-1 · 13 actions · LLM $0.0379

  3. 3. PR Review✓ success

    2026-10-25 03:46 UTC · 40159334744-1 · 13 actions · LLM $0.0390

  4. 4. PR Review✓ success

    2026-10-25 12:42 UTC · 40194241688-1 · 13 actions · LLM $0.0406

  5. 5. Item Closed✓ success

    2026-10-25 12:48 UTC · 40194726433-1 · 2 actions

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.1556
LLM calls
4
Input tokens
79.6k
of which cache reads
15.7k
Output tokens
2.6k
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
review479.6k15.7k2.6k$0.1556 USD
RunWorkflowCallsInputOutputCost
40158737973-1PR Review119.0k760$0.0381 USD
40159222298-1PR Review119.9k558$0.0379 USD
40159334744-1PR Review119.9k661$0.0390 USD
40194241688-1PR Review120.8k641$0.0406 USD

Key events

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

PR Review · 40158737973-1 2026-10-25 03:36:10

Key events · decisions, errors, side effects

PR Review · 40159222298-1 2026-10-25 03:44:16

Key events · decisions, errors, side effects

PR Review · 40159334744-1 2026-10-25 03:46:14

Key events · decisions, errors, side effects

PR Review · 40194241688-1 2026-10-25 12:42:41

Key events · decisions, errors, side effects

Item Closed · 40194726433-1 2026-10-25 12:48:09

Key events · decisions, errors, side effects

No decision, warning or error recorded in this run.

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
40158737973-1PR Reviewpull_request✓ success2026-10-25 03:36:1015.1 sworkflow run
40159222298-1PR Reviewpush✓ success2026-10-25 03:44:1612.4 sworkflow run
40159334744-1PR Reviewpush✓ success2026-10-25 03:46:1414.1 sworkflow run
40194241688-1PR Reviewpush✓ success2026-10-25 12:42:4112.5 sworkflow run
40194726433-1Item Closedpull_request✓ success2026-10-25 12:48:091 msworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (9 h 12 min)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 40158737973-1 run
15.1 s✓ successworkflow run
review stage
15.1 s✓ success
llm_call LLM call
5.9 s✓ okanthropic:claude-sonnet-5-519.0k → 760 3.9k cached$0.0381
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 · 40159222298-1 run
12.4 s✓ successworkflow run
review stage
12.4 s✓ success
llm_call LLM call
4.7 s✓ okanthropic:claude-sonnet-5-519.9k → 558 3.9k cached$0.0379
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 · 40159334744-1 run
14.1 s✓ successworkflow run
review stage
14.1 s✓ success
llm_call LLM call
5.5 s✓ okanthropic:claude-sonnet-5-519.9k → 661 3.9k cached$0.0390
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 · 40194241688-1 run
12.5 s✓ successworkflow run
review stage
12.5 s✓ success
llm_call LLM call
5.4 s✓ okanthropic:claude-sonnet-5-520.8k → 641 3.9k cached$0.0406
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 · 40194726433-1 run
1 ms✓ successworkflow run