Topic

Job Search

A collection of 2 issues

I Read the Source of the Job Bot I Have Been Running. Two Bugs, One File, Same Root Cause.

Both bugs come from the same place: an import graph that does not agree with the runtime dispatch, and capability detection written as a hardcoded allow-list. If you support more than one LLM provider, you have probably written at least one of them.

I Built a Bot to Auto-Apply to Jobs. Then I Had to Build a Way to Survive Its Inbox.

A while back I wrote a bot that logs into LinkedIn, searches for roles that match my profile, screens each one with an LLM, and applies on my behalf while I sleep. It works. A little too well, actually — at 30 applications a day, my inbox turned into a wall