Blog
Notes from the work.
Written after the work, not instead of it: how things were built and why.
2 posts
· 4 min
How the admin of this site signs me in
Passkeys, one-time codes, lockouts that cannot lock me out, and why the design assumes my password will leak one day.
· 3 min
Let the model read, never let it count
How a bookkeeping bot uses an AI model to understand messy chat messages without ever trusting it with a single number.