Autonomous Dev Loop

Pipelines › Issue #200

Work-item trace · issue #200 Escalated to a human

Trace 7cea758348a6ba802d4360b0b4d1a0d8 · koydas/autonomous-dev-loop#issue-200 · 2 run(s) · started 2026-10-19 03:08:06 UTC

View on GitHub →
Lead time (first start → last end)
37.3 s
Running
11.7 s
Waiting between runs
25.6 s
LLM cost
$0.0191

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 03:08 UTC · 39193208871-1 · 6 actions · LLM free tier

  2. 2. Code Generation○ partial

    2026-10-19 03:08 UTC · 39193237010-1 · 8 actions · LLM $0.0191

LLM calls

LLM cost · per stage & per run

LLM cost

LLM cost
$0.0191
LLM calls
2
Input tokens
10.9k
of which cache reads
0
Output tokens
624
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_validation13.4k0210$0.0000 USD (1 Groq free-tier call(s) at no cost)
code_gen17.5k0414$0.0191 USD
RunWorkflowCallsInputOutputCost
39193208871-1Issue Validation Agent13.4k210$0.0000 USD (1 Groq free-tier call(s) at no cost)
39193237010-1Code Generation17.5k414$0.0191 USD

Key events

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

Issue Validation Agent · 39193208871-1 2026-10-19 03:08:06

Key events · decisions, errors, side effects

1 retry wait(s), 2.2 s in total (in the full journal).

Code Generation · 39193237010-1 2026-10-19 03:08:35

Key events · decisions, errors, side effects

  • llm_fallback error=groq: generation prompt is ~7488 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
39193208871-1Issue Validation Agentissues✓ success2026-10-19 03:08:064.0 sworkflow run
39193237010-1Code Generationworkflow_dispatchpartial2026-10-19 03:08:357.7 sworkflow run

Waterfall

runstageLLM callside effect
SpanTimeline (37.3 s)DurationStatusprovider:modelTokens in → outCostLinks
Issue Validation Agent · 39193208871-1 run
7.6 s✓ successworkflow run
issue_validation stage
3.9 s✓ success
llm_call LLM call
3.9 s✓ okgroq:openai/gpt-oss-120b3.4k → 210 est.free tier
issue_validation.comment_posted side effect
0 ms✓ oklink
issue_validation.labels_applied side effect
0 ms✓ ok
Code Generation · 39193237010-1 run
7.7 spartialworkflow run
code_gen stage
7.7 sskipped
llm_call LLM call
5.7 s✓ okanthropic:claude-sonnet-5-57.5k → 414 est.$0.0191 est.
code_gen.escalated side effect
0 ms✓ ok