What are Agents?

AI Agents on Nullshot are programmable, ownable systems that work alongside you — whether you're refining a product spec, scraping real-time data, coordinating workflows, or deploying DeFi automations.

They amplify human intent, turning "I wish this existed" into running software without the usual walls of technical complexity.

• Personal execution layer — Offload the tedious, focus on the transformative
• Always-on collaborators — Agents operate globally, tirelessly, and in parallel
• Human supported logic — Deterministic planning + LLM reasoning, shaped by your goals
• Community aligned execution — Agents respond to signals from social, chat, onchain data, and more

Agents on Nullshot are open, remixable, and ready to evolve with you.

Agent Team in Jam Room

When you build in a Jam Room, you're not talking to a single AI — you're working with a coordinated team of specialized agents. You communicate with the Planner, and it delegates work to the right specialist behind the scenes.

Planner

The Planner is your primary point of contact. It understands your intent, breaks work into subtasks, coordinates the other agents, and tracks progress across the entire build.

Frontend Engineer

Creates React components, handles UI/UX implementation, applies styling with Tailwind CSS, and builds Three.js scenes and 3D graphics when needed.

Backend Engineer

Implements API routes with Hono, writes business logic, integrates external services, and deploys to Cloudflare Workers.

Database Agent

Manages schema migrations, builds data repositories, works with Cloudflare D1, and defines data types and relationships.

Scraper Agent

Runs Puppeteer and Browser Rendering to extract data from websites, with AI-powered extraction for structured output.

Video Engineer

Builds Remotion compositions, generates video content, and creates animations.

Merge Engineer

Resolves code conflicts and merges changes when multiple agents work on the same codebase simultaneously.

All agents operate inside the Jam Room. You describe what you want, the Planner orchestrates the team, and your project gets built.

Agent Claw

Agent Claw is a standalone AI agent you launch separately from the Jam Room. It lives inside the room and can display charts, tables, and other visual results directly in the preview panel.

Use Agent Claw to automate tasks and connect external services — Telegram, Slack, Gmail, and more. It runs autonomously, responds to messages across connected platforms, and can execute goals, manage tasks, and generate code on demand.

Ready to try it? See Launch Your First Agent Claw →

The Agent Toolkit

• Edge-native performance — Runs directly inside Cloudflare Workers and Durable Objects, delivering sub-50ms latency wherever your users are
• Everything included — Event streams, durable storage, workflow orchestration, secure secrets, in-memory caching — no extra infra needed
• Familiar code, radical potential — Write agents as you would an app in TypeScript. Deploy on Cloudflare, self-host, or launch them straight from the platform

Use Cases

Build agents for:

• Autonomous workflows — Schedule tasks, coordinate processes, handle complex business logic
• Data processing — Real-time analytics, content moderation, data transformation
• User assistance — Conversational AI, customer support, onboarding flows
• Web3 automation — DeFi strategies, NFT minting, blockchain monitoring

What's Next?

Get Started with Agent Framework →

Build your first AI agent with the developer guide:

• Quick setup and installation
• Complete code examples
• Session management
• Streaming responses
• MCP tool integration

Agent Framework Overview →

Explore the full capabilities of the Nullshot Agent SDK.