The Responses API completed bounded synthetic conversation replays through an existing SDK provider. Requests used streaming structured output, explicit reasoning settings, storage disabled, zero retries and per-turn deadlines.
- What worked
- Responses completed without transport or schema-parsing failures in the observed replays. Model-language quality was evaluated separately from API setup and reliability.
