Practical labs

Design a system before reaching for a platform.

Each lab is platform-neutral and focuses on boundaries, failure paths, evidence, and human responsibility.

Build a reliable workflow

Turn an incoming event into a safe, retryable integration with a visible human fallback.

Answer from a small trusted document set and clearly decline when evidence is missing.

Let an agent prepare a bounded action while a person controls execution.