Pipelines › Issue #333
Work-item trace · issue #333 Escalated to a human
Trace f79f47e7f545f3e91e593cd1672a874f · koydas/autonomous-dev-loop#issue-333 · 5 run(s) · started 2026-10-31 00:58:21 UTC
Overview
Journey Escalated to a human
- Validation
success · Validated
4 attempts · 3 failed · 0 adverse · recovered
- Code generation
skipped · Blocked (blocked, source model)
- PR preparation
Not recorded
- Review
Not recorded
- Auto-fix
Not triggered: no REQUEST_CHANGES verdict recorded
- 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
- code_gen.escalated · blocked · 2026-10-31 01:26 · run 41155321170-1
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).
2026-10-31 00:58 UTC · 41152977074-1 · 5 actions · LLM $0.0013
2026-10-31 01:19 UTC · 41154727113-1 · 5 actions · LLM $0.0012
2026-10-31 01:25 UTC · 41155239149-1 · 5 actions · LLM $0.0014
2026-10-31 01:25 UTC · 41155255528-1 · 5 actions · LLM $0.0011
2026-10-31 01:26 UTC · 41155321170-1 · 8 actions · LLM $0.0207
LLM calls
LLM cost · per stage & per run
LLM cost
provider-measured tokens (prompt cache priced apart, thinking inside the output); list price (PRICES_USD_PER_MTOK), never a bill.
| Stage | Calls | Input | Cache reads | Output | Cost |
|---|---|---|---|---|---|
issue_validation | 4 | 23.3k | 16.1k | 8.2k | $0.0050 USD |
code_gen | 1 | 5.9k | 0 | 790 | $0.0207 USD |
| Run | Workflow | Calls | Input | Output | Cost |
|---|---|---|---|---|---|
| 41152977074-1 | Issue Validation Agent | 1 | 5.3k | 2.2k | $0.0013 USD |
| 41154727113-1 | Issue Validation Agent | 1 | 5.9k | 2.0k | $0.0012 USD |
| 41155239149-1 | Issue Validation Agent | 1 | 5.9k | 2.3k | $0.0014 USD |
| 41155255528-1 | Issue Validation Agent | 1 | 6.1k | 1.7k | $0.0011 USD |
| 41155321170-1 | Code Generation | 1 | 5.9k | 790 | $0.0207 USD |
Key events
Decisions, warnings, errors and side effects of each run; the full journal is on each run page.
Issue Validation Agent · 41152977074-1 2026-10-31 00:58:21
Key events · decisions, errors, side effects
issue_validation.failscore=80 · blockers_count=1issue_validation.comment_postedaction=created · GitHub
Issue Validation Agent · 41154727113-1 2026-10-31 01:19:01
Key events · decisions, errors, side effects
issue_validation.failscore=55 · blockers_count=1issue_validation.comment_postedaction=updated · GitHub
Issue Validation Agent · 41155239149-1 2026-10-31 01:25:08
Key events · decisions, errors, side effects
issue_validation.failscore=65 · blockers_count=2issue_validation.comment_postedaction=updated · GitHub
Issue Validation Agent · 41155255528-1 2026-10-31 01:25:40
Key events · decisions, errors, side effects
issue_validation.passscore=95issue_validation.comment_postedaction=updated · GitHub
Code Generation · 41155321170-1 2026-10-31 01:26:19
Key events · decisions, errors, side effects
llm_fallbackerror_type=UNKNOWN · from=groq · to=anthropiccode_gen.escalatedreason=blocked · source=modelcode_gen.skippedreason=blocked · source=model
GitHub Actions runs
| Run | Workflow | Trigger | Outcome | Started (UTC) | Duration | GitHub |
|---|---|---|---|---|---|---|
| 41152977074-1 | Issue Validation Agent | issues | partial | 2026-10-31 00:58:21 | 11.5 s | workflow run |
| 41154727113-1 | Issue Validation Agent | issues | partial | 2026-10-31 01:19:01 | 11.5 s | workflow run |
| 41155239149-1 | Issue Validation Agent | issues | partial | 2026-10-31 01:25:08 | 10.9 s | workflow run |
| 41155255528-1 | Issue Validation Agent | issues | ✓ success | 2026-10-31 01:25:40 | 8.4 s | workflow run |
| 41155321170-1 | Code Generation | workflow_dispatch | partial | 2026-10-31 01:26:19 | 8.7 s | workflow run |
Waterfall
| Span | Timeline (28 min 06 s) | Duration | Status | provider:model | Tokens in → out | Cost | Links |
|---|---|---|---|---|---|---|---|
| Issue Validation Agent · 41152977074-1 run | 14.6 s | partial | workflow run | ||||
| issue_validation stage | 11.5 s | ✕ failed | |||||
| llm_call LLM call | 11.5 s | ✓ ok | anthropic:claude-haiku-5-5 | 5.3k → 2.2k 4.0k cached | $0.0013 | ||
| issue_validation.comment_posted side effect | 0 ms | ✓ ok | link | ||||
| issue_validation.labels_applied side effect | 0 ms | ✓ ok | |||||
| Issue Validation Agent · 41154727113-1 run | 14.7 s | partial | workflow run | ||||
| issue_validation stage | 11.5 s | ✕ failed | |||||
| llm_call LLM call | 11.5 s | ✓ ok | anthropic:claude-haiku-5-5 | 5.9k → 2.0k 4.0k cached | $0.0012 | ||
| issue_validation.comment_posted side effect | 0 ms | ✓ ok | link | ||||
| issue_validation.labels_applied side effect | 0 ms | ✓ ok | |||||
| Issue Validation Agent · 41155239149-1 run | 14.6 s | partial | workflow run | ||||
| issue_validation stage | 10.9 s | ✕ failed | |||||
| llm_call LLM call | 10.9 s | ✓ ok | anthropic:claude-haiku-5-5 | 5.9k → 2.3k 4.0k cached | $0.0014 | ||
| issue_validation.comment_posted side effect | 0 ms | ✓ ok | link | ||||
| issue_validation.labels_applied side effect | 0 ms | ✓ ok | |||||
| Issue Validation Agent · 41155255528-1 run | 11.8 s | ✓ success | workflow run | ||||
| issue_validation stage | 8.4 s | ✓ success | |||||
| llm_call LLM call | 8.4 s | ✓ ok | anthropic:claude-haiku-5-5 | 6.1k → 1.7k 4.0k cached | $0.0011 | ||
| issue_validation.comment_posted side effect | 0 ms | ✓ ok | link | ||||
| issue_validation.labels_applied side effect | 0 ms | ✓ ok | |||||
| Code Generation · 41155321170-1 run | 8.7 s | partial | workflow run | ||||
| code_gen stage | 8.7 s | skipped | |||||
| llm_call LLM call | 5.8 s | ✓ ok | anthropic:claude-sonnet-5-5 | 5.9k → 790 | $0.0207 | ||
| code_gen.escalated side effect | 0 ms | ✓ ok |