How to debug and visualize AI agent workflows in a local development environment

How to debug and visualize AI agent workflows in a local development environment

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Open Claude Cowork is an open-source desktop chat environment for building Claude-based agents connected to 500+ external tools. It offers persistent, multi-session conversations, real-time streaming, and visualized tool calls so developers can orchestrate and debug complex AI-driven workflows locally.

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What to expect from an ideal product

  1. Provides a desktop environment where you can watch AI agent conversations happen in real-time, making it easy to spot where things go wrong in your workflows
  2. Shows you exactly which external tools your agents are calling and how they respond, so you can trace through each step of complex multi-tool processes
  3. Keeps conversation history across multiple sessions, letting you compare how agents behave over time and catch patterns in failures or successes
  4. Connects to over 500 external tools right out of the box, giving you a complete testing ground for agent workflows without having to set up integrations yourself
  5. Runs entirely on your local machine, so you can debug sensitive workflows privately and iterate quickly without depending on cloud services or external platforms

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