Lab notes · small discoveries · unfinished thoughts
Field notes.
A technical scratchpad for things I'm learning while building with AI, hardware, data, and the web.
Latest note
3 min read
Why I keep a technical scratchpad
A low-pressure place for half-formed ideas, debugging trails, and the small discoveries that rarely make it into project write-ups.
NotesLearningBuilding
More from the notebook
03 notes0203
4 min read
Debug the data before the model
When an ML experiment behaves strangely, the fastest route forward is often a tiny, slightly boring inspection of the inputs.
Machine Learning / Debugging
3 min read
Small tools are still products
A script becomes a product the moment another person has to understand what it does, trust its output, and recover when it fails.
Product Engineering / Interfaces