Everything is in Agent

Software Engineering is changing… and fast. In this video, I introduce a new way to think about systems: Everything is an Agent. Instead of building static, rigid applications, we move toward living, adaptive systems built on three core components: Data → all inputs, context, configuration Decision → the brain (LLMs) Direction → actions (return, self-iterate, or tools) This is what I call Software Engineering 2.0. In this video, you’ll learn: The tri-nature architecture (Data → Decision → Direction) How LLMs act as the decision-making brain Why systems become iterative and self-validating How agents call tools, other agents, or themselves A real POC demo generating + validating JSON How this leads to dynamic, adaptive user interfaces Why local LLMs (like PeerLLM / Ollama) change everything This is just the beginning of the series. Next videos will walk you through: 0/ Building full agent systems end-to-end 1/ Multi-agent orchestration 2/ Dynamic UI generation 3/ Real-world production architectures If this resonates with you: Drop a comment and tell me what you want to see next. Like & Subscribe for more on Software Engineering 2.0 Link to demo here: https://github.com/hassanhabib/STX.Agent.Demo.Session2/tree/master Chapters 0:00 — Everything Is an Agent 0:08 — The Problem with Static Software 0:30 — Software Engineering 2.0 Mindset 1:15 — The Three Components: Data, Decision, Direction 2:30 — What “Data” Really Means 3:45 — The Decision Layer (LLMs as the Brain) 5:10 — Direction: Actions an Agent Can Take 6:08 — How Decisions Turn into Actions 6:58 — Iteration Loop (Return, Self, Tool) 8:00 — Tools, Functions, and Multi-Agent Systems 8:58 — Full Architecture Breakdown (Burn This In Your Memory) 9:50 — Example: Generate a Student JSON 10:38 — Validation Loop (Generate → Validate → Return) 11:30 — Live POC Demo 12:28 — Running a Local Agent (No Token Costs) 13:14 — Improving the Prompt & Output 14:14 — Why Local LLMs Matter 15:07 — The Future: Adaptive Interfaces 16:08 — Multi-Agent Orchestration Explained 17:00 — What’s Next in the Series