Microsoft's AI Agent Builder Associate cert, taken apart into three working documents: the map, the translation key, and the practical.
The map through the swamp. Exam domains, weightings, what you already own, the drills that close the rest, and a study plan with a coverage meter you tick as you go.
Every Copilot Studio noun mapped to the concept you already carry from opencode and hand-wired MCP. Read left→right to translate; watch the false friends where the mapping lies.
One build, near-total coverage: a security advisory triage system in Copilot Studio, staged 00→09, that forces you through nearly the entire skills list in a domain you actually care about.