AI Governance for AI Agents: Complete Crash Course + Hands-On LangChain

As AI agents become more autonomous—accessing data, calling tools, and making decisions on our behalf—how do we ensure they operate safely within defined boundaries? In this comprehensive guide, we dive deep into AI Governance for AI Agents. We explore the critical differences between AI governance and AI security, understand the core philosophies needed for deploying agents in production environments, and walk through a complete, hands-on coding implementation. Using the open-source Sentience Governor framework and LangChain, you'll learn how to establish real-time observability, enforce execution boundaries, and catch policy violations before they cause harm. Whether you're a developer, solution architect, or tech lead, this video gives you the foundational tools to build trustworthy and compliant AI systems. 👇 *Chapters / Timestamps:* 00:00:00 - What is AI Governance? 00:01:49 - AI Security & Compliance Trends 00:05:21 - AI Governance Dashboard Demo 00:16:05 - AI Governance vs AI Security Explained 00:40:05 - Sentience Governor Framework Overview 00:46:01 - AI Agent Observability & Execution Boundaries 00:54:16 - 5 Essential Sentience Governor Policies 01:06:53 - AI Agent Runtime Security & Control 01:09:23 - Sentience Governor: Open Source vs Enterprise 01:13:46 - LangChain & Sentience Governor Tutorial 01:17:38 - Prerequisites & Setup 01:21:08 - Python Environment & API Setup 01:26:26 - Creating LangChain Custom Tools 01:33:30 - Sentience Governor Sync Configuration 01:39:00 - Building a Sentience Governor Callback Handler 01:44:40 - LangChain to Sentience Governor Event Mapping 01:53:16 - LangChain Callbacks & Data Logging 02:02:00 - Sentience Governor Policy Violation Testing 🔗 *Resources Mentioned:* • Code & GitHub Repository: https://github.com/yashprogrammer/ai-... • Udemy Course on AI Security Bootcamp-Guardrails,LLM Gateways,Observability: https://www.udemy.com/course/ai-secur... • Other Important link : https://github.com/yashprogrammer/ai-... If you found this video helpful, please like, share, and subscribe for more in-depth tutorials on building production-ready AI agents!