Now

What I am working on now.

These are the areas where I am spending time. I update this page when there is something worth recording.

01 / PRACTICE

Agent design and evaluation

I am learning how to turn a broad task into a bounded agent workflow. The focus is on clear inputs, checks on output and knowing when a person needs to decide.

02 / BUILD

Workflow automation

I am building small automations around routine engineering work. I am looking for work with fewer handovers and less repetition, without losing judgement where it matters.

03 / CONTEXT

AI in engineering leadership

I am looking at what leaders need to change when teams start using AI: expectations, time to learn, reusable practices and evidence that the effort is worthwhile.