Stop guessing. Define the agent’s job.
Clear scope beats clever demos. A practical way to write agent briefs that lead to shippable behavior.
Read note →Notebook
What we’re learning while we ship.
Short notes on agents, evals, and getting AI work to stick with teams — written here, for operators who build.
Newest first. No fluff index — just the notes.
Evals that teams actually use
Good evals don’t just grade — they guide. How we build lightweight suites that improve models and workflows.
Read note →Getting AI work to stick
Change management isn’t optional. What we do to drive adoption, upskill teams, and measure impact.
Read note →Asset Care: Small Habits, Long Life
Simple routines to keep prompts, evals, and runbooks findable after the build week ends.
Read note →Onboarding that sets the tone
A calm, repeatable first week so the build inherits the rhythm, not the chaos.
Read note →