Autonomous Dev Loop

Pipelines › Issue #284

Work-item trace · issue #284 Merged

Trace 801a23a8a0c764b822bab40c6a8d33ab · koydas/autonomous-dev-loop#issue-284 · 4 run(s) · started 2026-10-30 14:41:05 UTC

View on GitHub →
Lead time (first start → last end)
4 h 06 min
Running
19.6 s
Waiting between runs
4 h 06 min
LLM cost
$0.0261

Overview

Journey Merged

  1. Validation

    success · Validated

  2. Code generation

    skipped · Blocked (blocked, source denylist)

  3. PR preparation

    Not recorded

  4. Review

    Not recorded

  5. Auto-fix

    Not triggered: no REQUEST_CHANGES verdict recorded

  6. Conflicts fix

    Not triggered: no merge conflict recorded

Journaled: merged 2026-10-30 18:47 UTC. (#329) 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. 2026-10-30 14:41 UTC · 41073769271-1 · 5 actions · LLM $0.0018

  2. 2. Code Generation○ partial

    2026-10-30 14:41 UTC · 41073850373-1 · 8 actions · LLM $0.0242

  3. 3. Item Closed✓ success

    2026-10-30 18:47 UTC · 41109900357-1 · 2 actions

  4. 4. Item Closed✓ success

    2026-10-30 18:47 UTC · 41109903704-1 · 2 actions

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.0261
LLM calls
2
Input tokens
15.1k
of which cache reads
0
Output tokens
2.8k
Runs with LLM calls
2

provider-measured tokens (prompt cache priced apart, thinking inside the output); list price (PRICES_USD_PER_MTOK), never a bill.

StageCallsInputCache readsOutputCost
issue_validation16.4k02.2k$0.0018 USD
code_gen18.7k0586$0.0242 USD
RunWorkflowCallsInputOutputCost
41073769271-1Issue Validation Agent16.4k2.2k$0.0018 USD
41073850373-1Code Generation18.7k586$0.0242 USD

Key events

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

Issue Validation Agent · 41073769271-1 2026-10-30 14:41:05

Key events · decisions, errors, side effects

Code Generation · 41073850373-1 2026-10-30 14:41:51

Key events · decisions, errors, side effects

  • llm_fallback error_type=UNKNOWN · from=groq · to=anthropic
    2026-10-30 14:41 · generation
  • code_gen.escalated reason=blocked · source=denylist
    2026-10-30 14:41 · code_gen
  • code_gen.skipped reason=blocked · source=denylist
    2026-10-30 14:41 · code_gen

Item Closed · 41109900357-1 2026-10-30 18:47:37

Key events · decisions, errors, side effects

No decision, warning or error recorded in this run.

Item Closed · 41109903704-1 2026-10-30 18:47:37

Key events · decisions, errors, side effects

No decision, warning or error recorded in this run.

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
41073769271-1Issue Validation Agentissues✓ success2026-10-30 14:41:0511.2 sworkflow run
41073850373-1Code Generationworkflow_dispatchpartial2026-10-30 14:41:518.4 sworkflow run
41109900357-1Item Closedpull_request✓ success2026-10-30 18:47:372 msworkflow run
41109903704-1Item Closedissues✓ success2026-10-30 18:47:372 msworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (4 h 06 min)DurationStatusprovider:modelTokens in → outCostLinks
Issue Validation Agent · 41073769271-1 run
15.8 s✓ successworkflow run
issue_validation stage
11.2 s✓ success
llm_call LLM call
11.2 s✓ okanthropic:claude-haiku-5-56.4k → 2.2k$0.0018
issue_validation.comment_posted side effect
0 ms✓ oklink
issue_validation.labels_applied side effect
0 ms✓ ok
Code Generation · 41073850373-1 run
8.4 spartialworkflow run
code_gen stage
8.4 sskipped
llm_call LLM call
5.1 s✓ okanthropic:claude-sonnet-5-58.7k → 586$0.0242
code_gen.escalated side effect
0 ms✓ ok
Item Closed · 41109900357-1 run
2 ms✓ successworkflow run
Item Closed · 41109903704-1 run
2 ms✓ successworkflow run