I spent 3 weekends building a Chrome extension that does the boring part of job hunting for me. It reads the job post, drafts a personalized email to the recruiter, optionally posts a smart comment, and attaches my resume — all from the LinkedIn job page itself.
In one evening it queued 247 applications. I got 14 interviews back over two weeks.
Here's what's under the hood:
- Chrome MV3 extension, vanilla JS content script
- Backend: PHP 8 + PostgreSQL on a $6 VPS
- LLM: GPT-4o-mini for drafts, GPT-4o for the personalization pass
- Auth: Google OAuth (no password stored)
- Pricing: free tier, no signup-wall before first use
What I learned:
- Personalization beats volume. Generic blasts get 0 replies. Mentioning one specific line from the job post 4×s the response rate.
- The recruiter's name in the first line matters more than the cover letter.
- Most job seekers are bottlenecked on writing, not on finding jobs.
Try it free → https://jobapplyai.in?ref=devto
Source thread for questions, I'll reply to everything below.
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