Reverse Engineering Agentic Workflows from Copilot Debug Logs

Fri, 24 Oct 2025 09:00:00 -0500

Here’s a secret weapon for building your own agentic workflows: GitHub Copilot Chat’s debug logs.

You know how everyone’s out there wrestling with hallucinating AI agents? Trying to figure out how to structure those prompts, which tools to call when, how to handle errors without pulling your hair out, what context to pass between steps…

The answer?

It’s sitting right there in your Copilot Chat debug view. Already solved. Already tested. Already proven to work for your specific use cases.

GitHub Copilot on Coderrob

Reverse Engineering Agentic Workflows from Copilot Debug Logs