Autonomous Dev Loop
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Pipelines › PR #312

Work-item trace · PR #312 Merged

Trace 483aea2bb177acc0a2cc5ba8b445ec49 · koydas/autonomous-dev-loop#pr-312 · 9 run(s) · started 2026-10-27 18:45:45 UTC

View on GitHub →

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

Lead time (first start → last end)
39 min 27 s
Running
1 min 28 s
Waiting between runs
37 min 59 s
LLM cost
$0.2367

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

    6 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 2026-10-27 19:25 UTC. (#311, #312) 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

    2026-10-27 18:45 UTC · 40562710395-1 · 12 actions · LLM $0.0485

  2. 2. PR Review○ partial

    2026-10-27 18:47 UTC · 40562841161-1 · 3 actions

  3. 3. Auto-Fix PR○ partial

    2026-10-27 18:48 UTC · 40563001144-1 · 9 actions · LLM free tier

  4. 4. PR Review✓ success

    2026-10-27 18:51 UTC · 40563556193-1 · 14 actions · LLM $0.0501

  5. 5. PR Review✓ success

    2026-10-27 18:53 UTC · 40563878612-1 · 14 actions · LLM $0.0429

  6. 6. Conflicts Fix○ partial

    2026-10-27 19:00 UTC · 40565081543-1 · 6 actions

  7. 7. PR Review✓ success

    2026-10-27 19:03 UTC · 40565393394-1 · 14 actions · LLM $0.0525

  8. 8. PR Review✓ success

    2026-10-27 19:22 UTC · 40568321645-1 · 15 actions · LLM $0.0427

  9. 9. Item Closed✓ success

    2026-10-27 19:25 UTC · 40568902197-1 · 2 actions

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.2367
LLM calls
6
Input tokens
109.5k
of which cache reads
8.2k
Output tokens
3.4k
Runs with LLM calls
6

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
review5107.0k8.2k3.2k$0.2367 USD
autofix12.5k0217$0.0000 USD (1 Groq free-tier call(s) at no cost)
RunWorkflowCallsInputOutputCost
40562710395-1PR Review119.7k704$0.0485 USD
40563001144-1Auto-Fix PR12.5k217$0.0000 USD (1 Groq free-tier call(s) at no cost)
40563556193-1PR Review121.1k588$0.0501 USD
40563878612-1PR Review122.0k666$0.0429 USD
40565393394-1PR Review122.0k645$0.0525 USD
40568321645-1PR Review122.2k608$0.0427 USD

Key events

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

PR Review · 40562710395-1 2026-10-27 18:45:45

Key events · decisions, errors, side effects

PR Review · 40562841161-1 2026-10-27 18:47:42

Key events · decisions, errors, side effects

Auto-Fix PR · 40563001144-1 2026-10-27 18:48:01

Key events · decisions, errors, side effects

PR Review · 40563556193-1 2026-10-27 18:51:25

Key events · decisions, errors, side effects

PR Review · 40563878612-1 2026-10-27 18:53:15

Key events · decisions, errors, side effects

Conflicts Fix · 40565081543-1 2026-10-27 19:00:08

Key events · decisions, errors, side effects

PR Review · 40565393394-1 2026-10-27 19:03:39

Key events · decisions, errors, side effects

PR Review · 40568321645-1 2026-10-27 19:22:56

Key events · decisions, errors, side effects

Item Closed · 40568902197-1 2026-10-27 19:25:12

Key events · decisions, errors, side effects

No decision, warning or error recorded in this run.

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
40562710395-1PR Reviewpushpartial2026-10-27 18:45:4514.5 sworkflow run
40562841161-1PR Reviewpull_requestpartial2026-10-27 18:47:42803 msworkflow run
40563001144-1Auto-Fix PRpull_requestpartial2026-10-27 18:48:015.9 sworkflow run
40563556193-1PR Reviewpush✓ success2026-10-27 18:51:2516.3 sworkflow run
40563878612-1PR Reviewpush✓ success2026-10-27 18:53:1513.5 sworkflow run
40565081543-1Conflicts Fixpushpartial2026-10-27 19:00:086.9 sworkflow run
40565393394-1PR Reviewpush✓ success2026-10-27 19:03:3914.9 sworkflow run
40568321645-1PR Reviewpush✓ success2026-10-27 19:22:5614.7 sworkflow run
40568902197-1Item Closedpull_request✓ success2026-10-27 19:25:122 msworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (39 min 27 s)DurationStatusprovider:modelTokens in → outCostLinks
PR Review · 40562710395-1 run
14.5 spartialworkflow run
review stage
14.5 s✓ success
llm_call LLM call
6.2 s✓ okanthropic:claude-sonnet-5-519.7k → 704$0.0485
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 · 40562841161-1 run
803 mspartialworkflow run
review stage
798 msskipped
Auto-Fix PR · 40563001144-1 run
8.5 spartialworkflow run
autofix stage
4.1 sskipped
llm_call LLM call
919 ms✓ okgroq:openai/gpt-oss-120b2.5k → 217free tier
autofix.attempt_labeled side effect
0 ms✓ ok
autofix.escalated side effect
0 ms✓ oklink
workflow.push side effect
0 msskipped
PR Review · 40563556193-1 run
16.3 s✓ successworkflow run
review stage
16.3 s✓ success
llm_call LLM call
6.1 s✓ okanthropic:claude-sonnet-5-521.1k → 588$0.0501
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 · 40563878612-1 run
13.5 s✓ successworkflow run
review stage
13.5 s✓ success
llm_call LLM call
5.1 s✓ okanthropic:claude-sonnet-5-522.0k → 666 4.1k cached$0.0429
review.comment_posted side effect
0 ms✓ oklink
review.review_submitted side effect
0 ms✓ ok
review.labels_applied side effect
0 ms✓ ok
Conflicts Fix · 40565081543-1 run
6.9 spartialworkflow run
conflicts_detect stage
6.2 s✓ success
conflicts_detect.labeled side effect
0 ms✓ ok
PR Review · 40565393394-1 run
14.9 s✓ successworkflow run
review stage
14.9 s✓ success
llm_call LLM call
6.4 s✓ okanthropic:claude-sonnet-5-522.0k → 645$0.0525
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 · 40568321645-1 run
14.7 s✓ successworkflow run
review stage
14.7 s✓ success
llm_call LLM call
5.3 s✓ okanthropic:claude-sonnet-5-522.2k → 608 4.1k cached$0.0427
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 · 40568902197-1 run
2 ms✓ successworkflow run