Blog

Field notes for AI-ready engineering teams.

2025-10-14 · adoption, management

A Practical AI Adoption Map for Engineering Managers

How to move from scattered assistant use to a managed workflow without turning adoption into a side project.

2025-08-28 · prompt systems, governance

A prompt library becomes useful only when ownership, review, and retirement rules are visible.

2025-06-11 · security, workflow

Security guidance lands better when it shows up inside normal engineering moments.

2025-03-19 · code review, automation

Before adding AI comments to pull requests, define what a useful comment sounds like.