I give talks and lead working sessions about AI delivery.
I help engineering teams, founders, and AI communities use AI agents in daily work. I explain the work behind the tools.
Useful topics
How to use AI agents to improve software delivery
I explain why adoption stops. I identify the missing platform work and show teams how to measure results.
How context improves AI agent work
I explain how internal knowledge, code, MCP servers, and task skills help teams build a reliable system.
How to review AI agent work
I explain how to use acceptance criteria, traces, screenshots, and human review. These records let people review the work without repeating it.
Formats
Conference or community talk
This practical talk is for technical audiences. It gives them a model for AI product engineering.
Team working session
This focused session is for engineering leaders and product teams. We find the cause of blocked AI adoption.
Workshop
Participants define a workflow, an evidence requirement, or a first software change.
Invite me to speak to your team.
Send me details about the audience, format, dates, and the result that you need.