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Build a Production-Ready AI Agent to Automate Google Colab Workflows

March 23, 20265 min read
Build a Production-Ready AI Agent to Automate Google Colab Workflows

The tutorial walks you through building a production‑ready AI agent that controls Google Colab via the new colab‑mcp server. It shows how to register tools with decorators, auto‑generate JSON schemas, use async dispatch and FastMCP session handling, and implement an agent loop with exponential‑backoff retries, configurable timeouts, dependency‑aware cell ordering, and detailed execution logs.

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