// THE WORK
Real work. Real numbers.
We don't show you polished case studies. We show you what we actually built, what broke, and what the numbers look like.
// WHAT WE SHIPPED
Things we built. Go check them.
Case studies are easy to write. These are products you can open and check right now, including the one where we caught ourselves publishing data that wasn't real.
ProjectKids
Consumer marketplace, built and operated by usAn activity and camp platform that scans program sites daily and turns them into a searchable, bookable directory across several metros.
It is also where we graded our own data: a confidence spine that scores every listing by how it was obtained, scraped, inherited, or model-derived, and serves it by trust tier instead of quietly hiding the weaker rows. That work established how many listings were genuinely bookable, meaning a real future session and a real price: 906 of 1,290.
projectkids.ioEdwin
Local-first AI memory, in pre-releaseA memory layer for the AI tools you already use. It stores each fact with the date it was true and the reasoning behind decisions, checks new facts against what it already holds, and keeps the store on your own machine. Not yet generally available.
Its benchmark is pre-registered and self-run, with the harness, judge prompts and per-call cost ledger published. It reports the result that does not flatter it: on accuracy, Edwin tied simply giving the model the full history. Its case is cost, and the site says so.
heyedwin.io