Agents manage their own memory

#Shorts #Programming #AI

When you build an AI agent in Python, most developers manually track every message, every tool call, every result. But agents built with a proper loop architecture can manage their own context window without you writing a single line of memory logic. The pattern is simple: your agent function calls itself recursively, checks a stopping condition, and passes accumulated state forward. No external memory library needed. You already have everything in the standard library to pull this off today. The code looks almost too short to be real. And the moment you run it, you will question every complex agent framework you have ever reached for first.

Source: Stephen's Preface to Agents Unpacked
https://www.thepythoncodingstack.com/p/stephens-preface-to-agents-unpacked-ai-agents

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