Autonomous Dev Loop

Pipelines › PR #252

Work-item trace · PR #252 Approved by review

Trace 27e28fe5940eb74d90515a24871663d0 · koydas/autonomous-dev-loop#pr-252 · 4 run(s) · started 2026-10-21 02:10:15 UTC

View on GitHub →
Lead time (first start → last end)
7 min 54 s
Running
50.2 s
Waiting between runs
7 min 04 s
LLM cost
$0.2333

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 (#252) 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

    2026-10-21 02:10 UTC · 39531408843-1 · 11 actions · LLM $0.0631

  2. 2. PR Review✓ success

    2026-10-21 02:12 UTC · 39531633154-1 · 11 actions · LLM $0.0556

  3. 3. PR Review✓ success

    2026-10-21 02:14 UTC · 39531840079-1 · 11 actions · LLM $0.0559

  4. 4. PR Review✓ success

    2026-10-21 02:17 UTC · 39532121385-1 · 11 actions · LLM $0.0587

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.2333
LLM calls
4
Input tokens
116.8k
of which cache reads
12.6k
Output tokens
2.2k
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
review4116.8k12.6k2.2k$0.2333 USD
RunWorkflowCallsInputOutputCost
39531408843-1PR Review127.9k522$0.0631 USD
39531633154-1PR Review129.0k549$0.0556 USD
39531840079-1PR Review129.3k539$0.0559 USD
39532121385-1PR Review130.6k547$0.0587 USD

Key events

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

PR Review · 39531408843-1 2026-10-21 02:10:15

Key events · decisions, errors, side effects

PR Review · 39531633154-1 2026-10-21 02:12:39

Key events · decisions, errors, side effects

PR Review · 39531840079-1 2026-10-21 02:14:39

Key events · decisions, errors, side effects

PR Review · 39532121385-1 2026-10-21 02:17:56

Key events · decisions, errors, side effects

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
39531408843-1PR Reviewpush✓ success2026-10-21 02:10:1511.5 sworkflow run
39531633154-1PR Reviewpush✓ success2026-10-21 02:12:3912.4 sworkflow run
39531840079-1PR Reviewpush✓ success2026-10-21 02:14:3913.0 sworkflow run
39532121385-1PR Reviewpush✓ success2026-10-21 02:17:5613.2 sworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (7 min 54 s)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 39531408843-1 run
11.5 s✓ successworkflow run
review stage
11.5 s✓ success
llm_call LLM call
4.3 s✓ okanthropic:claude-sonnet-5-527.9k → 522$0.0631
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 · 39531633154-1 run
12.4 s✓ successworkflow run
review stage
12.4 s✓ success
llm_call LLM call
4.5 s✓ okanthropic:claude-sonnet-5-529.0k → 549 4.2k cached$0.0556
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 · 39531840079-1 run
13.0 s✓ successworkflow run
review stage
13.0 s✓ success
llm_call LLM call
4.8 s✓ okanthropic:claude-sonnet-5-529.3k → 539 4.2k cached$0.0559
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 · 39532121385-1 run
13.2 s✓ successworkflow run
review stage
13.2 s✓ success
llm_call LLM call
4.6 s✓ okanthropic:claude-sonnet-5-530.6k → 547 4.2k cached$0.0587
review.comment_posted side effect
0 ms✓ oklink
review.review_submitted side effect
0 ms✓ ok
review.labels_applied side effect
0 ms✓ ok