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
6 подписчиков
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