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LangGraph vs Google ADK (2026) — Architecture, Code Walkthrough & Real Trade-offs (Part 2) In this video, we take a detailed, code-level look at two emerging AI agent frameworks: LangGraph and Google ADK. Instead of focusing on hype, this breakdown explains how each framework actually works — using side-by-side code from a real example. We cover: How LangGraph uses explicit state and graph-based orchestration How Google ADK abstracts orchestration into autonomous agents Where control, visibility, and flexibility differ Trade-offs in real-world development scenarios What the code is really doing (beyond surface-level comparisons) This is Part 2 of the series — focused on implementation details and developer experience. Key Tags: A2A Protocol, AI Agents,LangGraph,Google ADK Welcome to AI Tech Insights! 🤖 We create AI-powered educational videos about technology, artificial intelligence, and the future of innovation. New videos uploaded regularly. Subscribe to stay updated!