You Can Learn FDE to Build Production AI Agents in 10 min: Inside Forward Deployed Meta Agents

Learn Forward Deployed Engineering (FDE) by building Meta Agents that dynamically Build Production AI Agent For Incident Operations. We automate work of a Forward Deployed Engineer by going from company context → MCP + Skills → FDE Meta Agents → AgentSpec → LangGraph → Human Approval → Evals → Observability. Free AI Agents Training + 2 Guides: https://www.maryammiradi.com/free-ai-agents-training?utm_source=youtube_desc AI Agents Mastery: 7 Modules, 16 Projects, 60% OFF: https://www.maryammiradi.com/ai-agents-mastery?utm_source=youtube_desc About Me: I'm Maryam, PhD, built 400+ Production AI Agents, with 20+ years experience in AI, building and teaching production agents across 130+ countries. 🔔Subscribe for more Production AI Agents: www.youtube.com/channel/UCIQzTfzErmrixae2oFqRxyg We build: → Domain MCP server for company context, policies, and tools → Reusable Skills for business discovery, agent architecture, and eval design → 3 FDE Meta Agents: Discovery, Architect, and Eval → Pydantic AgentSpec → 7 deterministic AgentSpec validators → 5-node LangGraph Production AI Agent → Human Approval for high-risk actions → Production Evals → SQLite Observability + audit trail The full architecture: Company → MCP + Skills → FDE Meta Agents → AgentSpec → Production AI Agent → Evals + Observability The part I find most interesting is the boundary: Meta Agents generate the validated AgentSpec. Deterministic code still controls what they are allowed to change. CHAPTERS 00:00 Why Forward Deployed Engineering? 00:35 The Production AI Agent We’ll Build 01:23 Turning FDE into Meta Agents 01:48 Why Discovery, Architect & Eval? 02:16 Giving Meta Agents Business Context 02:50 Reusable Skills + Domain MCP 03:53 MCP vs Skills 04:45 Inside the 3 FDE Meta Agents 05:10 Why There Is No Eval → Architect Loop 05:45 Building the AgentSpec 06:48 7 AgentSpec Safety Validators 07:16 Dynamically Building the LangGraph Agent 08:08 Human Approval for High-Risk Actions 08:41 Production AI Agent Evals 09:20 Observability + SQLite Audit Trail 10:35 What to Learn Next #aiagents #productionai #forwarddeployedengineering #fde #forwarddeployedengineer #langgraph