Autonomous Dev Loop

Pipelines › Issue #134

Work-item trace · issue #134 Escalated to a human

Trace 075ffe208d566fac3fd4b6b448454154 · koydas/autonomous-dev-loop#issue-134 · 2 run(s) · started 2026-10-19 03:07:51 UTC

View on GitHub →
Lead time (first start → last end)
33.2 s
Running
9.2 s
Waiting between runs
24.0 s
LLM cost
$0.0168

Overview

Journey Escalated to a human

  1. Validation

    success · Validated

  2. Code generation

    skipped · Blocked (blocked, source model)

  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

No merge or closing journaled (only items closed since item-closed.yml are): check the PR on GitHub 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. 2026-10-19 03:07 UTC · 39193192748-1 · 5 actions · LLM free tier

  2. 2. Code Generation○ partial

    2026-10-19 03:08 UTC · 39193212668-1 · 8 actions · LLM $0.0168

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.0168
LLM calls
2
Input tokens
9.8k
of which cache reads
0
Output tokens
646
Runs with LLM calls
2

chars/4 token estimates (records before measured usage: no thinking, no cache discount); list price (PRICES_USD_PER_MTOK), never a bill; 1 Groq free-tier call(s) at $0.

StageCallsInputCache readsOutputCost
issue_validation13.2k0288$0.0000 USD (1 Groq free-tier call(s) at no cost)
code_gen16.6k0358$0.0168 USD
RunWorkflowCallsInputOutputCost
39193192748-1Issue Validation Agent13.2k288$0.0000 USD (1 Groq free-tier call(s) at no cost)
39193212668-1Code Generation16.6k358$0.0168 USD

Key events

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

Issue Validation Agent · 39193192748-1 2026-10-19 03:07:51

Key events · decisions, errors, side effects

Code Generation · 39193212668-1 2026-10-19 03:08:16

Key events · decisions, errors, side effects

  • llm_fallback error=groq: generation prompt is ~6593 estimated input tokens, over generation_max_input_tokens (3500) in config/models.yaml: Groq would reject it with 413 (one request > 8K TPM). Shorten the input or raise… · error_type=UNKNOWN · from=groq · to=anthropic
    2026-10-19 03:08 · generation
  • code_gen.escalated reason=blocked · source=model
    2026-10-19 03:08 · code_gen
  • code_gen.skipped reason=blocked · source=model
    2026-10-19 03:08 · code_gen

GitHub Actions runs

RunWorkflowTriggerOutcomeStarted (UTC)DurationGitHub
39193192748-1Issue Validation Agentissues✓ success2026-10-19 03:07:511.4 sworkflow run
39193212668-1Code Generationworkflow_dispatchpartial2026-10-19 03:08:167.8 sworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (33.2 s)DurationStatusprovider:modelTokens in → outCostLinks
Issue Validation Agent · 39193192748-1 run
4.5 s✓ successworkflow run
issue_validation stage
1.3 s✓ success
llm_call LLM call
1.3 s✓ okgroq:openai/gpt-oss-120b3.2k → 288 est.free tier
issue_validation.comment_posted side effect
0 ms✓ oklink
issue_validation.labels_applied side effect
0 ms✓ ok
Code Generation · 39193212668-1 run
7.8 spartialworkflow run
code_gen stage
7.8 sskipped
llm_call LLM call
5.6 s✓ okanthropic:claude-sonnet-5-56.6k → 358 est.$0.0168 est.
code_gen.escalated side effect
0 ms✓ ok