If you can’t explain how your assistant works, you can’t safely trust it. In this hands-on workshop, participants build an OpenClaw-style assistant from scratch to understand every critical layer: runtime architecture, state handling, tool execution, and security controls.

We’ll walk through real threat surfaces and implementation tradeoffs, including sandboxing, least-privilege tooling, memory boundaries, and failure recovery. The goal is not feature breadth, but architectural clarity and operational confidence.

You’ll leave with a minimal working system and the ability to reason about its safety, limitations, and trust profile before deployment.