Technical Deep Dive

Agentic Frameworks Deep Dive: pi-agent-core vs Google ADK vs AWS Strands vs CrewAI vs LangGraph vs Pydantic AI

1 February 2026·1753 words·9 mins

Technical Deep Dive AI Agents Frameworks Architecture LangGraph CrewAI AWS Strands Google ADK Pydantic AI OpenClaw

Building production AI agents requires choosing the right framework. This analysis examines pi-agent-core (OpenClaw’s runtime), Google ADK, AWS Strands, CrewAI, LangGraph, and Pydantic AI across critical dimensions: sessions, memory, protocols, agent loops, and replay support.

Inside OpenClaw: The Architecture That Turns LLMs Into Autonomous Agents

31 January 2026·1326 words·7 mins

Technical Deep Dive AI Agents OpenClaw Architecture LLM Tools Orchestration Open Source

I’ve been obsessed with a question: Why can’t AI just… do things? ChatGPT can write a perfect email, but you still copy-paste it. Claude can explain how to automate your workflow, but you implement it. Then I found OpenClaw — and everything clicked. The Problem With Chatbots # Traditional AI: Smart brain, no body. Limited to generating text.

↑