Production
Production
Section titled “Production”Production systems are still production systems
Section titled “Production systems are still production systems”| Control | Purpose |
|---|---|
| Logs | Understand prompts, tools, errors, and cost. |
| Timeouts | Stop stuck calls. |
| Retries | Handle transient failures. |
| Budgets | Limit spend and latency. |
| Rollback | Return to the last safe behavior. |
Measure before scaling: model calls, tools, data access, queues, and synthesis have different limits.
Production agent systems are still production systems
Section titled “Production agent systems are still production systems”The framework handles orchestration, not operational responsibility. Add logs, timeouts, retries, budgets, evaluation, and rollback before trusting autonomous work.
| Control | Purpose |
|---|---|
| Logs | Understand prompts, routes, tool calls, errors, and cost. |
| Timeouts | Stop stuck calls and tools. |
| Retries | Handle transient provider or network failures. |
| Budgets | Limit spend and latency. |
| Rollback | Return to the last safe behavior. |
Scale the measured bottleneck
Section titled “Scale the measured bottleneck”Model calls, tool calls, data access, queues, and synthesis all bottleneck differently. Measure first; then decide whether to parallelize, cache, queue, or simplify.