Thursday, October 9, 2025

One Month of AI Agent Debugging: My Journey of Building 10 Agents and the Lessons Learned in Deletion

Navigating the Chaos of AI Agents: My Journey to Autonomy

Building an autonomous AI agent framework sounded ambitious: a Researcher, Architect, TDD-tester, and more, collaborating flawlessly.

Key Insights:

  • The Vision: A self-managing system utilizing complex workflows and protocols like ESCALATION and “Mission Briefs.”
  • The Reality: A costly nightmare filled with file editing errors, infinite loops, and phantom executions.
  • The Turning Point: A simple Reddit comment suggested disabling two experimental settings—resulting in a 90% reduction in issues!

Ultimately, I discovered that returning to default settings yielded similar outcomes despite my initial detailing. What does this mean for AI development?

Takeaway: Sometimes, simplicity reigns supreme in AI solutions.

Curious to dive deeper? Check out my full story, complete with architecture diagrams and insights into my simplified workflow: Read More.

Share your thoughts! How have you navigated challenges with AI?

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