todo2code

Participant: codex (AI agent)

Understanding

openrouter/auto-beta returned syntactically valid JSON with one incomplete NL record. Runtime rejection was correct, but failure handling discarded the resolved model and usage metadata. The live report also summarized history before appending the current run.

Execution plan

1. Select an explicit model advertising structured_outputs.
2. Preserve metadata across structured parse and stage failure boundaries.
3. Record current-run history before rendering the audit summary.
4. Add regression tests and pass all offline gates.
5. Run the real six-stage check and publish the measured result.

Blockers

• None; the user explicitly authorized trying another paid live model.

Result

Qwen and GPT-5.4 Mini were rejected after bounded correction. Gemini 3.6 Flash passed the complete six-stage require-llm pipeline. The default now names that model explicitly; stage-specific overrides remain supported.

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