Hey everyone 👋 I just published the full course we've been building toward — Build Your First AI Agent from Scratch. 8 modules. 8 Colab notebooks. Completely free. This is not a theory course. Every module builds one piece of a real system: - Module 1 — why your Ansible scripts break and agents don't - Module 2 — your first agent in plain Python, no API key needed - Module 3 — SSH tools, REST calls, database queries — the agent's hands - Module 4 — ChromaDB memory so your agent remembers past incidents - Module 5 — LangGraph state machine (think OSPF FSM, but for reasoning) - Module 6 — MCP, RAG, topology context - Module 7 — production safety, audit logs, observability - Module 8 — capstone: full OSPF troubleshooting agent, 25-minute diagnosis in 90 seconds The whole thing is designed for network engineers, not data scientists. Every example uses OSPF, BGP, Netmiko and NOC scenarios you already know. 👉 https://netsec-academy.vexpertai.com/ No login. No paywall. Just go. If you finish Module 8 and run the capstone notebook — post your run summary here. I want to see your confidence scores.

Welcome. I'm glad you're here. I'm Eduard Dulharu — network engineer for 25 years, founder of vExpertAI, based in Munich. I've worked at AT&T, Kyndryl and Infosys. I've designed networks for European banks, defense contractors and telcos. In 2018 I was already presenting ML for networking at conferences in Berlin. Last year I built a 5-agent autonomous NOC that resolves incidents in seconds — no human intervention. I built Autonomous MSP because every MSP owner and IT consultancy I talk to is dealing with the same three problems: → Alert fatigue that never ends → Environments too complex for the team they have → Compliance pressure with no time to address it This community exists to solve those problems — with AI. Here's what's inside: ⚡ AI in the Wild — real case studies of AI running NOC/SOC/compliance. No theory. 🛠️ Build With Me — I build AI systems live. You follow along. 🙋 Ask Edy — post your operational problem. I answer publicly. 🔒 Pilot Program — for MSPs ready to deploy. Application-based. One thing I ask from you: Introduce yourself below. Tell me: 1. What kind of MSP or consultancy do you run (or work at)? 2. What's your biggest operational headache right now? 3. What made you join? I read every reply personally. — Eduard