Demos

Demonstrates deterministic replay, error modes, and rate limiting without external dependencies.

Deterministic Replay Simulator

Same input + seed + mode returns the same request_id.

Run How it works

Response

{}

Production TwinBridge uses learned behavior + recorded evidence, validated via manifest and optional signing.