Forge
Autonomous initiative execution for engineering teams.
Shipping operator-loop demos this week.
Visit lab ↗matthoffner.com · lab notebook
Ideas under test, every day.
A small studio of software labs. This homepage updates daily with active bets, experiment notes, and what is actually changing.
Pixel Claw
AI-native interface experiments that feel fast and human.
Polishing onboarding and interaction pacing.
Visit lab ↗Tuner
Model + data feedback loops that improve products in public.
Publishing compact before/after improvement receipts.
Visit lab ↗Today's experiment · Monday, Apr 20
Pixel Claw
Test one lighter first-run flow and compare completion quality.
Studio signal board
Playfulness · High
UI and copy should feel curious, not corporate.
Credibility · Proof-first
Every claim should tie to a visible experiment or artifact.
Cadence · Daily
One shipped update beats ten drafted ideas.
Daily rhythm