Why AI Agents should stop using `agent.run()`

📰 Dev.to · Aaron Xie

Learn why AI agents should stop using `agent.run()` and how to improve alignment with user mental models

intermediate Published 19 Sept 2025
Action Steps
  1. Identify the current usage of `agent.run()` in your AI agent code
  2. Analyze how the `agent.run()` method affects user experience and mental models
  3. Design alternative APIs that align with user mental models
  4. Implement the new API design and test its effectiveness
  5. Refactor existing code to use the improved API and reduce reliance on `agent.run()`
Who Needs to Know This

Developers and designers working with AI agents can benefit from understanding the limitations of `agent.run()` and how to improve user experience through better alignment with mental models. This knowledge can help teams create more intuitive and user-friendly AI-powered systems.

Key Insight

💡 Aligning AI agents with user mental models is crucial for creating intuitive and user-friendly systems

Share This
🚫 Ditch `agent.run()` and boost user experience with AI agents that align with mental models! 💡

Key Takeaways

Learn why AI agents should stop using `agent.run()` and how to improve alignment with user mental models

Full Article

The Power of Aligning With User Mental Models When designing ConnectOnion's API, we faced...
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