How to Build a Supervisor Agent Architecture Without Frameworks

📰 Dev.to · Rafael Tedesco

Learn to build a supervisor agent architecture without relying on frameworks, enabling flexible and customized AI solutions

advanced Published 23 May 2026
Action Steps
  1. Design a modular architecture using pure Python to enable flexibility and customization
  2. Implement a supervisor agent that can manage and coordinate multiple agents
  3. Develop a communication protocol for agents to exchange information and collaborate
  4. Test and refine the architecture using simulations or real-world scenarios
  5. Apply the architecture to a specific problem domain, such as robotics or smart homes
Who Needs to Know This

AI engineers and researchers can benefit from this approach to create tailored agent architectures, while software engineers can apply these concepts to develop more autonomous systems

Key Insight

💡 A framework-agnostic approach to building supervisor agent architectures allows for greater flexibility and customization

Share This
Build custom AI agent architectures without frameworks! #AI #AgenticPipeline

Key Takeaways

Learn to build a supervisor agent architecture without relying on frameworks, enabling flexible and customized AI solutions

Full Article

A few days ago, I wrote about building an agentic pipeline from scratch in pure Python. The idea was...
Read full article → ← Back to Reads

Related Videos

Agentic AI System Design- Complete Roadmap
Agentic AI System Design- Complete Roadmap
Aishwarya Srinivasan
How To Build Your Own RAG AI System - Better Results Than Claude
How To Build Your Own RAG AI System - Better Results Than Claude
Web Dev Simplified
Build AI Agents in 2 Minutes using Microsoft Foundry
Build AI Agents in 2 Minutes using Microsoft Foundry
Rajeev Kanth | BEPEC
Evaluating Agentic AI Skills (using OpenHands)
Evaluating Agentic AI Skills (using OpenHands)
Rajistics - data science, AI, and machine learning
Dynamic Workflows using Openhands SDK
Dynamic Workflows using Openhands SDK
Rajistics - data science, AI, and machine learning
I built a custom Hermes plugin. #HermesAgent #Claudecode #openaicodex #openclaw #nousresearch
I built a custom Hermes plugin. #HermesAgent #Claudecode #openaicodex #openclaw #nousresearch
Tech Friend AJ