10 GitHub repos to actually learn AI agents

JafarNajafov · x · 2026-07-20

A curated list of 10 GitHub repositories for people who want to build AI agents, not just watch demos.

It highlights frameworks and references such as Anthropic Cookbook, OpenAI Agents SDK, Microsoft AutoGen, LangGraph, CrewAI, Mastra, AG2, PydanticAI, Pocket Flow, and Awesome AI Agents.

The post’s core advice is that strong builders learn from real examples and reusable patterns rather than bouncing between random tutorials.

Related event: Developers Recommend 10 Practical AI Agent Repositories(3 posts)→

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