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How AI Agents Work Together (Multi-Agent Systems Explained) | Part 5.2

ApexStack

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How AI Agents Work Together (Multi-Agent Systems Explained) | Part 5.2

119 просмотров · 11 дн. назад
ApexStack
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119 просмотров · 11 дн. назад
One agent handles a task. A team of agents handles an entire workflow. In Part 5.2 of the AI Mastery Series, we go under the hood: watch a free coding agent find and fix a real bug live, then see how multiple agents hand work to each other with zero human in the middle. This one's for two audiences at once — if you don't code, you'll understand exactly how multi-agent systems work. If you do code, there's a live demo and the real frameworks powering it. In this video, you'll learn: Watch GitHub Copilot's Agent mode find and fix a real bug, live (100% free tool) The difference between one agent and a coordinated team of agents How multi-agent handoff actually works — and why it's NOT just prompt chaining Real developer tools: CrewAI, LangChain/LangGraph, Claude Code & Codex What changes when you deploy agents to production (cost limits, uptime, rollbacks) Agent safety at scale — logging, approvals & human checkpoints ⏱ TIMESTAMPS 00:00 Intro 00:30 🎥 Live Demo: Watch an Agent Fix Real Code 02:30 From One Agent To A Team 03:40 Multi-Agent Handoff (+ predict the 3 roles!) 05:30 Developer Tools You Can Use Today 07:00 Coding Agents In Action — The Agent Loop 08:20 Deploying Agents To Production 09:50 Agent Safety At Scale 11:00 Recap & Where This Is Headed -TOOL USED IN THE DEMO GitHub Copilot — free tier, no credit card required 2,000 completions + 50 agent requests/month: github.com/features/copilot WATCH THE FULL SERIES Part 1 — Machine Learning Basics:    • Machine Learning | What is Machine Learnin...   Part 2 — Deep Learning Explained:    • Deep Learning Explained for Beginners to E...   Part 3 — Generative AI:    • Generative AI Explained Simply | AI Master...   Part 4.1 — Prompt Engineering-The Basics:    • Prompt Engineering for Beginners | AI Mast...   Part 4.2 — Advanced Prompt Engineering:    • Advanced Prompt Engineering — Chaining, Re...   Part 5.1 — AI Agents in Action:    • What Is an AI Agent? ChatGPT Work Mode Exp...   Part 5.2 — Building & Deploying Real Agents (you're here!) Part 6 — Putting It All Together:    • Putting It All Together: From ML to AI Age...   If this made multi-agent systems finally click, hit like and subscribe — the series finale drops next. Building something with agents? Comment which production pitfall you hadn't thought about — cost limits, uptime, or rollbacks. #AIAgents #MultiAgent #GitHubCopilot #CrewAI #LangChain #AIAutomation #LearnAI #AIMasterySeries