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@@ -39,7 +39,7 @@ _Personal note: you don't need tons of frameworks — start with simple LLM call
 - [LLM Engineer Handbook](https://github.com/SylphAI-Inc/LLM-engineer-handbook) — A goldmine of useful links for AI engineers
 
 #### 🤖 Frameworks 
-- [PocketFlow](https://the-pocket.github.io/PocketFlow/) — Extremely minimalist AI agent framework in just 100 lines of code. Fantastic way to learn.
+- [PocketFlow](https://the-pocket.github.io/PocketFlow/) — Extremely minimalist AI agent framework in just 100 lines of code, ideal for learning core agent patterns without heavy abstractions.
 - [Google ADK](https://google.github.io/adk-docs/) — Google's Agent Development Kit (Python, Java). Great local development experience + A2A + MCP.
 - [Pydantic-AI](https://ai.pydantic.dev/) — Typed, structured LLM orchestration framework built on Pydantic models for safe, predictable outputs.
 - [LangGraph](https://www.langchain.com/langgraph) — Build multi-agent workflows with stateful graphs on top of LangChain.