WORK / AI EXPERIMENT
Nightshift
An agent that applies for work while you sleep.
- Year
- 2026
- Role
- Founder & Builder
- Status
- Running
The problem
Job and freelance hunting is 90% filtering.
The approach
A nightly agent that pulls listings, scores them against your CV with an LLM, and emails a ranked shortlist; CVs and cover letters generated on demand.
What shipped
- Running end to end on a daily cron
- API cost cut ~5x by routing bulk scoring to a cheap model and only using the expensive one for user-facing writing
Stack
- Cloudflare Workers
- KV
- Firebase
- Adzuna
- Claude
- Resend