Products / 2026 / Runs natively
FairDev
Tells a developer whether a salary offer is fair, using GitHub signals, resume parsing, portfolio ingestion, LLM code evaluation and seeded market benchmarks.
01
The problem
Salary benchmarks ignore what the individual can actually show.
02
How I approached it
Five independent signals, public GitHub activity, parsed resume PDF, portfolio project extraction, LLM-graded code and market data, combine into one comparison rather than trusting any single source.
03
The outcome
A monorepo SaaS that turns scattered evidence into a defensible number.
Related work
A life operating system: one account holding Money, School, Commute, Life and Local, with a home brief that reads all five together to say what the day asks of you.
A business operating system. A business signs up, picks its type, and gets a public site, a customer record, a booking or order flow and numbers that all know about each other.
Write the thing you've been too nervous to say; get two links: one to send, one to watch what happens.