OPENAI / PRACTICAL GUIDE
Build for measured behavior.
Separate durable instructions from task input. Use strict schemas for machine-readable output, narrow tool permissions, explicit confirmation for consequential actions, and representative evaluations before changing models or prompts.
Production checklist
- Keep secrets server-side and tightly scoped.
- Evaluate model or prompt changes before rollout.
- Budget input, output, retries, and tool calls.
- Log redacted request IDs, latency, and failures.
- Require citations or abstention for retrieved evidence.