Mar 12
Loading video player...
Advanced LangGraph FULL Course: https://www.udemy.com/course/advanced-langgraph-workflows-multi-agents-deep-agents/?couponCode=819F1D67877CED7A6DDF In this project build, we are moving beyond simple chatbots to create a Fully Autonomous Coding Agent inspired by powerhouses like Claude Code and OpenCode. Using LangChain’s Deep Agents, we’ll build a system that doesn't just suggest code—it executes it, tests it, and iterates until the job is done. We explore the Deep Agent philosophy of moving away from shallow tool-calling toward a reasoning-first approach where the agent manages long-running workflows, handles complex file structures, and self-corrects when it encounters errors in the terminal. What You Will Learn: We start by breaking down the Deep Agent Architecture, focusing on the reasoning loop and how these agents use a sophisticated internal monologue to plan multi-step tasks. You will see how to implement persistent state and memory so the agent maintains context across a codebase, alongside a robust "Skill" set including file system operations. To see the agent in action, we put it through two distinct challenges. First, we tackle a Python Scripting Test where the agent handles a natural language prompt to build a utility that tracks the current time. Then, we scale up to a Full-Stack Challenge, tasking the agent with building a production-ready FastAPI API from scratch, complete with endpoint definitions and Pydantic schemas. Throughout these demos, you'll witness the agent’s ability to self-correct in real-time when a server fails to start or a dependency is missing. By the end of this video, you’ll have a functional, local Coding Agent that acts as a true AI pair programmer. Whether you're looking to automate your boilerplate or build a specialized agent for your dev team, this deep dive into LangChain’s latest agentic patterns will provide the blueprint you need. 🔥 Ready to build an agent that actually ships code? Let’s dive in! #DeepAgents #LangChain #AIProgramming #AutonomousAgents #FastAPI #Python #AIEngineering #ClaudeCode #OpenCode #AgenticAI #SoftwareAutomation #CodingAgent