~/talk

Contained Intelligence: Secure Sandboxing for Gen AI Code

Talkat Shift 2025 · 2025-09-14..09-16· [security, ai-assisted-development]
github:Tpuljak
slides:none on file

Demonstrates a working pipeline: Claude generates Python that is uploaded and executed in a Daytona sandbox via Daytona MCP, producing the correct SHA output instead of a hallucinated guess. Shows CLI/SDK examples (TypeScript, Python), web terminal/SSH access, Docker image support and port previewing, and create sandbox in <3s during the demo. Describes scale and uses with concrete numbers: thousands of parallel sandboxes for RL training, file uploads, git ops, and JSON exit-code results used as agent context.

AI-written summary · about

  1. 0:00Introduction and speaker intro
  2. 1:04What is an AI agent?
  3. 3:13Limitations of LLMs with code
  4. 4:38Introducing tools for AI agents
  5. 7:03Why sandboxing is essential
  6. 8:47LLM vs sandboxing workflow
  7. 10:15Connecting AI agents to tools
  8. 12:44MCP protocol overview
  9. 13:48Configuring Daytona MCP
  10. 15:13Demo: Executing code in sandbox
  11. 17:29Coding sandboxing yourself
  12. 19:58Sandbox features and capabilities
  13. 21:24Use cases beyond code execution
  14. 22:51Deployment options and open source
  15. 23:54Closing and Q&A
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