Design patterns for production AI agents
Reusable patterns for shadow mode, fail-closed checks, and dual-write rollouts.
- Shadow mode
Run every rule on live traffic, log would-blocks, and keep responses flowing until false-positive rates look safe.
- Fail-closed
When a block or an unreachable gate fails the request instead of silently falling back to the provider.