Autonomous Dev Loop

Pipelines › PR #307

Work-item trace · PR #307 Merged

Trace af76aebb793023e31bb626cb7fe4a6d8 · koydas/autonomous-dev-loop#pr-307 · 5 run(s) · started 2026-10-26 00:49:41 UTC

View on GitHub →
Lead time (first start → last end)
55 min 10 s
Running
33.4 s
Waiting between runs
54 min 37 s
LLM cost
$0.1446

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 · No change produced (no changes)

  6. Conflicts fix

    Not triggered: no merge conflict recorded

Journaled: merged 2026-10-26 01:44 UTC. (#307) or the Pipelines page.

Interventions

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 00:49 UTC · 40251114197-1 · 13 actions · LLM $0.0712

  2. 2. PR Review○ partial

    2026-10-26 00:51 UTC · 40251133894-1 · 3 actions

  3. 3. Auto-Fix PR○ partial

    2026-10-26 00:51 UTC · 40251235102-1 · 9 actions · LLM free tier

  4. 4. PR Review✓ success

    2026-10-26 00:56 UTC · 40251615073-1 · 13 actions · LLM $0.0735

  5. 5. Item Closed✓ success

    2026-10-26 01:44 UTC · 40255706904-1 · 2 actions

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.1446
LLM calls
3
Input tokens
77.8k
of which cache reads
7.8k
Output tokens
1.1k
Runs with LLM calls
3

provider-measured tokens (prompt cache priced apart, thinking inside the output); list price (PRICES_USD_PER_MTOK), never a bill; 1 Groq free-tier call(s) at $0.

StageCallsInputCache readsOutputCost
review275.0k7.8k961$0.1446 USD
autofix12.8k092$0.0000 USD (1 Groq free-tier call(s) at no cost)
RunWorkflowCallsInputOutputCost
40251114197-1PR Review137.0k471$0.0712 USD
40251235102-1Auto-Fix PR12.8k92$0.0000 USD (1 Groq free-tier call(s) at no cost)
40251615073-1PR Review138.0k490$0.0735 USD

Key events

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

PR Review · 40251114197-1 2026-10-26 00:49:41

Key events · decisions, errors, side effects

PR Review · 40251133894-1 2026-10-26 00:51:40

Key events · decisions, errors, side effects

Auto-Fix PR · 40251235102-1 2026-10-26 00:51:59

Key events · decisions, errors, side effects

PR Review · 40251615073-1 2026-10-26 00:56:18

Key events · decisions, errors, side effects

Item Closed · 40255706904-1 2026-10-26 01:44:52

Key events · decisions, errors, side effects

No decision, warning or error recorded in this run.

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
40251114197-1PR Reviewpushpartial2026-10-26 00:49:4111.9 sworkflow run
40251133894-1PR Reviewpull_requestpartial2026-10-26 00:51:401.0 sworkflow run
40251235102-1Auto-Fix PRpull_requestpartial2026-10-26 00:51:595.7 sworkflow run
40251615073-1PR Reviewpush✓ success2026-10-26 00:56:1814.8 sworkflow run
40255706904-1Item Closedpull_request✓ success2026-10-26 01:44:522 msworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (55 min 10 s)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 40251114197-1 run
11.9 spartialworkflow run
review stage
11.9 s✓ success
llm_call LLM call
4.8 s✓ okanthropic:claude-sonnet-5-537.0k → 471 3.9k cached$0.0712
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 · 40251133894-1 run
1.0 spartialworkflow run
review stage
947 msskipped
Auto-Fix PR · 40251235102-1 run
8.8 spartialworkflow run
autofix stage
4.2 sskipped
llm_call LLM call
596 ms✓ okgroq:openai/gpt-oss-120b2.8k → 92free tier
autofix.attempt_labeled side effect
0 ms✓ ok
autofix.escalated side effect
0 ms✓ oklink
workflow.push side effect
0 msskipped
PR Review · 40251615073-1 run
14.8 s✓ successworkflow run
review stage
14.8 s✓ success
llm_call LLM call
4.8 s✓ okanthropic:claude-sonnet-5-538.0k → 490 3.9k cached$0.0735
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 · 40255706904-1 run
2 ms✓ successworkflow run