Blog

Notes from the field

Lessons from facilitating workshops, leading engineering teams, and building with AI — written up as I go.

• September 13, 2026

  Any Decision Record: Writing Decisions Down So an Agent Doesn't Re-litigate Them

  Decision records aren't just for architecture, and not just for one project. Across every repo I maintain with Claude Code or GitHub Copilot, an ADR is the difference between an agent re-arguing a settled call and reading why it was made.

  adrdocumentationai-agentsdecision-records
• September 13, 2026

  Lessons Learned Facilitating GitHub Copilot Enablement Workshops

  Five things I've learned the hard way from running GitHub Copilot enablement workshops: segmenting by skill level, right-sizing groups, verifying prerequisites, and planning the room.

  workshopsgithub-copilotfacilitationenablement