notes

i haven’t published any notes yet.

in the meantime

developer work

talks and workshops, tutorials, open-source fixes and developer tools from my work in the Solana ecosystem. the page also has demos of Atom and Ranger.

barestate

i’m starting with computers: a machine that can see the screen, take an action, and learn from whether it worked. each attempt should make the next one better. the first piece was atom. i adapted a compact model to turn screenshots into clicks on apple silicon, then built the runtime and evaluation around it. it fits in 169 MB and takes about 360 ms per warm inference on an M4.

experiments

you talk through a customer problem with ranger, agree on a plan, and it gets to work in a linux machine. i built the loop from that conversation to reading the repo, changing the code and checking the result. in the current build, it’s completed a two-file change end to end.

reading & watching

things i’m glad i read or watched. some changed how i think; others helped me build.