Work through the lab
Each area below links to the primary, source-controlled material. We keep the detail in the repo so it stays versioned and current, rather than restating it here.
Learn
Tools, skills, and agentic systems
Build the shared vocabulary: what a tool is, what a skill is, and what makes a system agentic rather than scripted. The audit agent is a compact example of the core patterns: structured output, tools, and a well-defined system prompt.
Build
Run, inspect, and modify agents
Run and inspect the audit and remediation agents to see the patterns in action and make controlled edits, then build out the starter agent as the lab capstone.
Evaluate
Judge agent behavior with discipline
A repeatable way to assess outputs and vendor claims: the decision loop and the vendor-claim rubric.
Concepts & reference
Stability, controls, and the scanner
How output stability is measured, the control knowledge base behind the agents, and the compliance scanner they call.