AI-assisted development
Frame repository tasks, inspect the relevant code, work in reviewable steps, and verify changes against actual requirements.
Practical AI · Training & Workshops
Use AI on real work.
Know how to check the result.
Hands-on training for developers, technical leaders, and teams. Start with a task your team needs to do better, then work through context, execution, and verification.
English & Polish · Scope, format, and fee agreed after a conversation.
Built around your team
A useful task.
A repeatable process.
We agree the audience, starting point, and intended outcome before choosing the exercises.
Research and everyday work
Turn questions, documents, and source material into useful comparisons and decision notes. Check facts, calculations, and assumptions.
Quality and review
Agree what good output looks like, set data-handling boundaries, and build a review checklist the team can use again.
How we start
Bring the task.
We’ll shape the session.
Tell me who will attend, which tools you use, and where work gets stuck. We’ll agree exercises, materials, timing, and a written scope before you commit.
Evidence → Decision → Action
Training led by Matt Kozak, a working CTO building software since 2008. The focus is on a useful result and the evidence behind it.