How to Build a Supervisor Agent Architecture Without Frameworks
The article discusses the challenges of building AI systems using a single agent architecture. It introduces the Supervisor Pattern, which separates orchestration from execution by using a central orchestrator to manage specialized executors. This approach simplifies the complexity of real-world AI systems and allows for more efficient task management.
- ▪Real-world AI systems often become complicated quickly, making a single agent insufficient.
- ▪The Supervisor Pattern introduces a central orchestrator that coordinates specialized executors.
- ▪This architecture allows for better management of tasks and reduces the complexity of orchestration.
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try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 826016) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Rafael Tedesco Posted on May 23 How to Build a Supervisor Agent Architecture Without Frameworks #ai #programming #python #tutorial A few days ago, I wrote about building an agentic pipeline from scratch in pure Python. The idea was intentionally simple: receive a task, invoke tools, and generate a response. That architecture works surprisingly well for linear workflows. But real-world AI systems become complicated much faster than most tutorials suggest.
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