Built an end-to-end job tracker over a few weekends. Two decisions I actually cared about as an engineer:
1. The browser extension. One click on any job page (LinkedIn, Indeed, Greenhouse, Workday, Lever, company career sites) captures the role, full JD, and salary straight into a board. No copy-paste, no tab-switching. This is the part that actually changes the workflow. Everything else is downstream of capturing cleanly at source.
2. Privacy in the AI layer. Match scoring and cover-letter drafts run on a redacted CV. Name, email, address stripped client-side then server-side with NER before the prompt hits the model. The AI helps with the application, never sees who you are.
The goal was AI that fits the workflow you already have, not a chat window bolted onto the side.
trackr-pro.com if useful.