ApplyBloom

ApplyBloom is an AI-assisted job application platform split into two codebases:

• auto-apply-frontend (Next.js web app)
• auto-apply-backend (Cloudflare Worker API and async processors)

Current auto-apply plan (source of truth)

→ docs/auto-apply/ — Architecture, phased delivery plan, decisions, and references for the AI-driven auto-apply pipeline. Read this first before touching any auto-apply code.

Product workflows

• Auto-apply mode: upload resume, discover matching jobs, and queue apply actions.
• Single-job mode: pick one job, tailor resume for that job, then apply.

Run locally

Prerequisites

• Node.js 20+
• npm 10+

1) Start backend (Cloudflare Worker)

1. Open a terminal in auto-apply-backend.
2. Install dependencies:
   • npm install
3. Create auto-apply-backend/.dev.vars:

DEV_DEMO_USER_ID=local_demo_user
DEV_IMMEDIATE_QUEUE_PROCESSING=true
RESEND_API_KEY=your_resend_api_key
RESEND_FROM_EMAIL=ApplyBloom <[email protected]>
GREENHOUSE_BOARD_TOKENS=
LEVER_COMPANY_TOKENS=

4. Start backend:
   • npm run dev
5. Health check:
   • http://127.0.0.1:8787/api/v1/health

2) Start frontend (Next.js)

1. Open a second terminal in auto-apply-frontend.
2. Install dependencies:
   • npm install
3. Create/update auto-apply-frontend/.env.local:

NEXT_PUBLIC_BACKEND_API_BASE_URL=http://127.0.0.1:8787
NEXT_PUBLIC_DEMO_USER_ID=local_demo_user
NEXT_PUBLIC_SUPABASE_URL=your_supabase_project_url
NEXT_PUBLIC_SUPABASE_ANON_KEY=your_supabase_anon_key

4. Start frontend:
   • npm run dev
5. Open:
   • http://localhost:3000

Local test commands

• Frontend tests:
  • cd auto-apply-frontend
  • npm run test
• Backend tests:
  • cd auto-apply-backend
  • npm run test

Local troubleshooting

• Cannot find module './xxx.js' or RSC payload mismatch usually means stale Next build artifacts:
  • cd auto-apply-frontend
  • npm run clean:next
  • npm run dev
• If frontend cannot call backend, verify:
  • NEXT_PUBLIC_BACKEND_API_BASE_URL=http://127.0.0.1:8787
  • backend terminal is running npm run dev

Architecture constraints

• Frontend and backend remain separate codebases.
• API edge remains stateless.
• Long-running work is handled by async processors.
• External GitHub repos are reference implementations; behavior is ported into ApplyBloom code.

Documentation

• System design
• Implementation idea
• Resources and source links
• Remaining integrations checklist
• Branch protection setup
• Contributing guide

Contributing

Community contributions are welcome. Please start with CONTRIBUTING.md for setup, branch naming, test requirements, and pull request expectations.