New Google ADK 2 Introduces Graph Based Workflows | Complete Overview

Massive ADK update. The Google Agent Development Kit (ADK) team just dropped a massive update: ADK 2.0 Alpha 1. Udemy courses with instructor discounts, Q&A, Completion Certificate - Google Agent Development Kit (ADK) - https://theailanguage.com/best_price?course=adk This highly anticipated release completely revamps how we build AI agents. We are moving away from unpredictable, probabilistic prompting and introducing strict, deterministic Graph-Powered Workflows. (⚠️ Quick Disclaimer: ADK 2.0 is currently in early alpha. Do not deploy these features into production just yet!) In this video, we break down everything you need to know about the new graph-based architecture and how to mix traditional code, AI, and human oversight. What you will learn in this video: Graph-Powered Workflows: How to define specific Nodes (agents, tools, or Python functions) and Edges (strict conditional routing). Parallel Execution: How to easily fan-out multiple agent tasks and fan-in using 'Join Nodes'. Code Walkthrough: A line-by-line breakdown of the new WorkflowAgent class and how to set up your first router. Human-in-the-Loop (HITL): How to safely pause workflow execution to get user consent before waking the agent back up. Real-World Application: A complete architectural breakdown of a Credit Card Approval Workflow that saves LLM token costs and guarantees safety. Stop trying to force an LLM to do everything via a single chat prompt. Learn how to combine the predictability of traditional software engineering with the reasoning capabilities of modern AI! 👇 CHAPTERS 👇 00:00 Introduction to ADK 2.0 02:00 Graph Workflow with Code 05:13 Graph Workflow Example 2 08:17 Benefits of Using a Graph Based Workflow 09:33 Outro Follow me - LinkedIn - https://www.linkedin.com/in/kartikmarwah/ X - https://x.com/theailanguage Medium - https://medium.com/@kartikmarwah Medium (The AI Language) - https://medium.com/the-ai-language Skillshare - https://www.skillshare.com/en/profile/Kartik-Marwah/715449732 Udemy - https://www.udemy.com/user/kartik-marwah-6/ #GoogleADK #ADK2 #gde #googledeveloperexperts #googledeveloperexpert #AgentDevelopmentKit #AIAgents #GraphWorkflows #LLM #GenerativeAI #PythonDeveloper #HITL #HumanInTheLoop #AIEngineering #AIDevelopment #TheAILanguage