Matt Pocock: Full Walkthrough — Workflow for AI Coding
Notes from Matt Pocock's ~2-hour workshop on a four-phase workflow for AI-assisted coding.
Writing
Notes on quiet interfaces, personal systems, and building with restraint.
The Supervisor's Dilemma: Thriving as a Developer in the Age of AI
How developers can stay effective as their role shifts from writing code to supervising AI.
How AI Learned to Do Things: LLMs → Tools → MCP → Skills
A plain-language tour of LLMs, tool use, MCP, and agent skills — and why each was invented.