writing
Notes on the job search.
Product thinking, engineering deep-dives, and honest takes on what works — and what's hype — in modern job-hunting tools.
Product
Why we score jobs instead of filtering them
Every job board promises a better filter. We think the filter is the wrong abstraction — and here's what we built instead.
EngineeringHow we tailor résumés without inventing anything
Tailoring is easy if you let the model make things up. Tailoring honestly takes a vision-review loop and a lot of restraint.
CareerA QA engineer's honest take on AI job tools
I've been a test automation engineer for six years. Here's what I think actually works — and what's hype — in the 2026 crop of AI job tools.