blog

Intro to MCP: the problem it solves, the wiring, and what changes once your tools speak a shared protocol instead of bespoke integrations per agent.

Slides from a session aimed at PMs who want a working mental model of AI agents. Not a hype reel, not a deep technical dive. Walks through capabilities, where current agents fall over, and how to scope a useful first project.

A look at agent skills as the unit of reusable capability: how they differ from tools, how they compose, and where the abstraction earns its keep.