6 AI Agents Running Daily

Career OS

A human-in-the-loop AI system that finds job opportunities, drafts application materials, proposes portfolio projects, teaches in-demand skills, preps for interviews, and delivers a daily briefing. You review everything and submit every application yourself.

Open DashboardPractice InterviewProjectsResume

How It Works

Every weekday at 7am, six AI agents research the market, draft materials, and prep a briefing — then hand everything to you for review. Nothing is submitted on your behalf.

🔍Agent 1

Skills Scout

Scans job postings for skill trends and logs opportunities

📊Agent 2

Data Analyst

Proposes portfolio projects from real datasets

📚Agent 3

Tutor

Teaches the #1 missing skill each day

📝Agent 4

Materials Drafter

Drafts tailored resume bullets and cover letters for review

🎤Agent 5

Interview Coach

Generates personalized Q&A prep

🧠Agent 6

Orchestrator

Compiles everything into a daily briefing

Architecture


  GitHub Actions (cron 7am CT)
         │
         ▼
  ┌──────────────────────────────────────┐
  │  FastAPI Backend (Python)            │
  │  ┌────────┐ ┌────────┐ ┌──────────┐ │
  │  │ CrewAI │→│ Claude  │→│ SQLite   │ │
  │  │6 agents│ │Haiku 4.5│ │ results  │ │
  │  └────────┘ └────────┘ └──────────┘ │
  │       │          │           │       │
  │  Notion    Google Sheets   Azure     │
  └──────────────┬───────────────────────┘
                 │ REST + WebSocket
  ┌──────────────▼───────────────────────┐
  │  Next.js Dashboard (Vercel)          │
  │  ┌──────┐ ┌─────────┐ ┌───────────┐ │
  │  │Briefing│ │Interview│ │Agent      │ │
  │  │+Charts│ │Practice │ │Monitor    │ │
  │  └──────┘ └─────────┘ └───────────┘ │
  │       Voice: Web Speech API          │
  └──────────────────────────────────────┘

Tech Stack

Next.js 16TypeScriptTailwind CSSFastAPIPythonCrewAIClaude AISQLiteRechartsWeb Speech APIAzure Blob StorageGitHub ActionsVercel