Product strategy
Decide what’s worth building.
Find where AI actually changes the job for your customer, size the bet, and sequence it — including what not to build.
I help teams decide what to build with AI, then build it with them.
Decide what’s worth building.
Find where AI actually changes the job for your customer, size the bet, and sequence it — including what not to build.
Make the model feel like a product.
Interaction patterns for trust, latency, uncertainty and failure, so an impressive demo becomes something people use twice.
Working prototypes in days.
Real models and real data in a clickable flow, so you can put it in front of customers before committing a quarter to it.
Code, not just specs.
Agents, tool use, retrieval and integrations. I build alongside your engineers, or ship the first version myself.
Know when it’s good enough.
Eval sets from real usage, a quality bar the team agrees on, and checks so the next model upgrade doesn’t quietly break things.
Help your team build this way.
Set up the agent-driven workflow I use every day — specs, coding agents, review loops — so the speed stays after I leave.
Products I’ve taken from idea to launch — strategy, design and code.
worklogs.cv
A career OS for people who work with an AI agent. It keeps a truthful record of finished work and turns it into a CV, a promotion case or an interview brief.
crilo.app
Mission control for you and your agents. Write the goals, order the queue, and watch Claude Code, Cursor or any MCP agent claim and work them live.
In the works
In the works
Available for consulting
Strategy, a prototype, or hands-on build — tell me what you’re working on and where it’s stuck.