Autonomous Dev Loop

Pipelines › PR #243

Work-item trace · PR #243 Approved by review

Trace 6c15d7cf07c537308d6753f8a6ca884e · koydas/autonomous-dev-loop#pr-243 · 5 run(s) · started 2026-10-20 22:17:20 UTC

View on GitHub →
Lead time (first start → last end)
17 min 31 s
Running
54.5 s
Waiting between runs
16 min 37 s
LLM cost
$0.1955

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

    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

No merge or closing journaled (only items closed since item-closed.yml are): check the PR on GitHub (#243) 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 22:17 UTC · 39506869533-1 · 11 actions · LLM $0.0492

  2. 2. PR Review○ partial

    2026-10-20 22:18 UTC · 39506982166-1 · 3 actions

  3. 3. PR Review✓ success

    2026-10-20 22:22 UTC · 39507568708-1 · 11 actions · LLM $0.0520

  4. 4. PR Review✓ success

    2026-10-20 22:32 UTC · 39508778573-1 · 11 actions · LLM $0.0520

  5. 5. PR Review✓ success

    2026-10-20 22:34 UTC · 39508999947-1 · 11 actions · LLM $0.0422

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.1955
LLM calls
4
Input tokens
89.5k
of which cache reads
4.2k
Output tokens
1.8k
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
review489.5k4.2k1.8k$0.1955 USD
RunWorkflowCallsInputOutputCost
39506869533-1PR Review121.8k355$0.0492 USD
39507568708-1PR Review122.1k563$0.0520 USD
39508778573-1PR Review122.4k518$0.0520 USD
39508999947-1PR Review123.2k370$0.0422 USD

Key events

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

PR Review · 39506869533-1 2026-10-20 22:17:20

Key events · decisions, errors, side effects

PR Review · 39506982166-1 2026-10-20 22:18:39

Key events · decisions, errors, side effects

PR Review · 39507568708-1 2026-10-20 22:22:54

Key events · decisions, errors, side effects

PR Review · 39508778573-1 2026-10-20 22:32:49

Key events · decisions, errors, side effects

PR Review · 39508999947-1 2026-10-20 22:34:40

Key events · decisions, errors, side effects

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
39506869533-1PR Reviewpush✓ success2026-10-20 22:17:2015.2 sworkflow run
39506982166-1PR Reviewpull_requestpartial2026-10-20 22:18:39730 msworkflow run
39507568708-1PR Reviewpush✓ success2026-10-20 22:22:5414.3 sworkflow run
39508778573-1PR Reviewpush✓ success2026-10-20 22:32:4912.9 sworkflow run
39508999947-1PR Reviewpush✓ success2026-10-20 22:34:4011.4 sworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (17 min 31 s)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 39506869533-1 run
15.2 s✓ successworkflow run
review stage
15.2 s✓ success
llm_call LLM call
3.9 s✓ okanthropic:claude-sonnet-5-521.8k → 355$0.0492
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 · 39506982166-1 run
730 mspartialworkflow run
review stage
728 msskipped
PR Review · 39507568708-1 run
14.3 s✓ successworkflow run
review stage
14.3 s✓ success
llm_call LLM call
5.7 s✓ okanthropic:claude-sonnet-5-522.1k → 563$0.0520
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 · 39508778573-1 run
12.9 s✓ successworkflow run
review stage
12.9 s✓ success
llm_call LLM call
4.5 s✓ okanthropic:claude-sonnet-5-522.4k → 518$0.0520
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 · 39508999947-1 run
11.4 s✓ successworkflow run
review stage
11.4 s✓ success
llm_call LLM call
3.1 s✓ okanthropic:claude-sonnet-5-523.2k → 370 4.2k cached$0.0422
review.comment_posted side effect
0 ms✓ oklink
review.review_submitted side effect
0 ms✓ ok
review.labels_applied side effect
0 ms✓ ok