* initial * refactor: centralize SSE plumbing for client and server * docs: add centralized SSE usage standards to agents guide * use sse to stream actions to the client * ui: align bulk progress toast with default sonner style * ui: remove hide action from bulk progress toast * full width progress bar * fix(stream): track client disconnect and writability * fix(stream): stop bulk loop when SSE client disconnects * fix(stream): avoid writing error/end to closed SSE response * fix(stream): gate started/progress frames on writable SSE socket * types(api): narrow SSE stream payload input contract * refactor(ui): share clamp helper for bulk progress * fix(stream): add heartbeat to bulk action SSE route * feat(stream): include completed count in bulk completion event * fix(client-sse): separate parse vs handler errors and cancel reader
JobOps ✨ Your Ironman Suit for Job Hunting
Automate the hunt. Scrapes major job boards (LinkedIn, Indeed, Glassdoor), AI-scores suitability, tailors resumes (RxResume), and tracks application emails automatically.
Self-hosted. Docker-based. Stop applying manually.
🎥 40s Demo: Crawl → Score → PDF → Track
📚 Documentation (Start Here)
JobOps ships with full docs for setup, architecture, extractors, and troubleshooting.
If you want the serious view of the project, start here:
- Documentation Home
- Self-Hosting Guide
- Feature Overview
- Orchestrator Pipeline
- Extractor System
- Troubleshooting
🚀 Quick Start (10 Min)
Prefer guided setup? Follow the Self-Hosting Guide.
# 1. Download
git clone https://github.com/DaKheera47/job-ops.git
cd job-ops
# 2. Start (Pulls pre-built image)
docker compose up -d
# 3. Launch Dashboard
# Open http://localhost:3005 to start the onboarding wizard
Why JobOps?
- Universal Scraping: Supports LinkedIn, Indeed, Glassdoor, Adzuna + specialized boards (Gradcracker, UK Visa Jobs).
- AI Scoring: Ranks jobs by fit against your profile using your preferred LLM (OpenRouter/OpenAI/Gemini).
- Auto-Tailoring: Generates custom resumes (PDFs) for every application using RxResume v4.
- Email Tracking: Connect Gmail to auto-detect interviews, offers, and rejections.
- Self-Hosted: Your data stays with you. SQLite database. No SaaS fees.
Workflow
- Search: Scrapes job boards for roles matching your criteria.
- Score: AI ranks jobs (0-100) based on your resume/profile.
- Tailor: Generates a custom resume summary & keyword optimization for top matches.
- Export: Uses RxResume v4 to create tailored PDFs.
- Track: "Smart Router" AI watches your inbox for recruiter replies.
Supported Extractors
| Platform | Focus |
|---|---|
| Global / General | |
| Indeed | Global / General |
| Glassdoor | Global / General |
| Adzuna | Multi-country API source |
| Gradcracker | STEM / Grads (UK) |
| UK Visa Jobs | Sponsorship (UK) |
(More extractors can be added via TypeScript - see extractors documentation)
Post-App Tracking (Killer Feature)
Connect Gmail → AI routes emails to your applied jobs.
- "We'd like to interview you..." → Status: Interviewing (Auto-updated)
- "Unfortunately..." → Status: Rejected (Auto-updated)
See post-application tracking docs for setup.
Note on Analytics: The alpha version includes anonymous analytics (Umami) to help debug performance. To opt-out, block umami.dakheera47.com in your firewall/DNS.
Star History
License
AGPLv3 - Free to use and modify.