
Keep agentic work in motion
Run tool-rich coding loops, parallel task queues, and daily workflows with an emphasis on responsive iteration and throughput.
- Send one required user prompt with optional system instructions.
- Review the exact non-streaming OpenAI Chat request before running it.
- Inspect assistant text, finish reason, response ID, and token usage together.

