Handl — Your tasks, handled.

Handl is not a chatbot. It's an action agent — a system that doesn't just answer questions but actually does things on your behalf. That means browsing the web, navigating apps, drafting outputs ready to send, and operating with full memory of who you are. The technical stack reflects that ambition from day one.

Layer 1 — Experience
Onboarding & identity
Onboarding that configures a named agent in 10 minutes, seeded from your own résumé and work samples rather than a questionnaire. Naming your agent is the first thing you do, and it shapes everything after.

          React / Next.js
          Framer Motion
          Tailwind
        
Layer 2 — Intelligence
Memory, routing & web search
System prompts assembled from your career history, what the agent has learned about your search, and what you still owe whom. Memory is seeded from documents you upload and grows from everything that happens after. It knows you better every session.

          Claude API
          Web Search tool
          MCP
          Vector memory
        
Layer 3 — Action Phase 2
Browser agent & task execution
Claude's computer use API lets Handl control a real browser — navigate Airbnb, book restaurants, fill forms, compare listings, and return results. This is where Handl stops being a smart assistant and becomes something genuinely new: an agent that acts, not just advises.

          Anthropic Computer Use
          Playwright
          Headless Chrome
          Task queue
        
Layer 4 — Infrastructure
Persistence, integrations & billing
User context storage, task history, calendar and email integrations, and the attribution layer that makes every Handl output shareable. Every document the agent produces carries "Created with [Name] via Handl".

          Supabase
          Vercel
          Stripe
          Google OAuth
          Cloudflare Workers
        

Build roadmap

Phase 1 · Live now

Career memory & the transition

Résumé & work-sample upload — the agent learns your career
Memory extraction after every session
Tailored applications, outreach, interview prep
Pipeline tracking — what you applied to, who you owe
Grounded output — never an invented accomplishment

Phase 2 · In development

Integrations, billing & real actions

Email & calendar — Google and Microsoft, one abstraction
Subscription billing
Document generation to your own storage
Computer use API — the agent acts, not just drafts

Phase 3 · On the roadmap

Platform & scale

Multi-agent workflows
Family & shared agents
Mobile app (iOS + Android)
B2B enterprise offboarding

Not a chatbot.An action agent.

Not a chatbot.
An action agent.