~/talk

How to Build Autonomous AI Agents That Run Anywhere

Talkat Shift 2025 · 2025-09-14..09-16· [large-language-models, security]
slides:none on file

Builds a stateful travel-planning agent using the Cloudflare Agent SDK, the Model Context Protocol (MCP) to call external tools (Amandus for flights, booking APIs), and Durable Objects (SQLite-backed) for persistent, immediately consistent memory. Authentication uses OIDC providers like Auth0/Stytch/WorkOS to mint bound MCP tokens per user. Demo shows scheduled reminders survive restarts, websocket hibernation sleeps idle MCP instances, and a mocked flight booking completes after a human approval step.

AI-written summary · about

  1. 0:00Introduction and speaker intro
  2. 3:46Rise of AI agents explained
  3. 6:36Hard parts of building agents
  4. 7:19Introducing Cloudflare Agents
  5. 8:02Agent SDK features overview
  6. 9:09Four parts of an AI agent
  7. 12:04Workflows and tools in agents
  8. 13:54Building MCP servers on Cloudflare
  9. 14:37Solving identity challenges
  10. 17:30Memory and state management
  11. 19:57Agent coordination and hibernation
  12. 20:40Live demo of travel agent
  13. 24:54Code walkthrough and tools
  14. 26:47Scheduling and reminders
  15. 28:09Client and UI integration
  16. 29:55Agent architecture summary
  17. 30:16Getting started with agent SDK
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