what i build · selected work

production paths, after-hours labs.

ML systems and data pipelines by day; agents and tiny autonomous things by night. A few of the boundaries I've drawn well — and the stacks behind them.

01

currently building

The one I'm shipping right now — a practical loop for learning with an agent beside you.

in progress · 2026
PT
pi-tutor
learning agent · practice

A local tutor experiment for learning with agentic loops, tight feedback, and deliberate practice. Small enough to understand, useful enough to keep around.

AgentsLearningToolsPi
roleDesign the loop, wire the tools, and keep feedback tight
whyLearning works better when the system can adapt to the next rep

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@drobeek · denis mrvoljak