Build Your First AI Agent from Scratch
Hey everyone ๐Ÿ‘‹
I just published the full course we've been building toward โ€” 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 โ€” why your Ansible scripts break and agents don't
- Module 2 โ€” your first agent in plain Python, no API key needed
- Module 3 โ€” SSH tools, REST calls, database queries โ€” the agent's hands
- Module 4 โ€” ChromaDB memory so your agent remembers past incidents
- Module 5 โ€” LangGraph state machine (think OSPF FSM, but for reasoning)
- Module 6 โ€” MCP, RAG, topology context
- Module 7 โ€” production safety, audit logs, observability
- Module 8 โ€” 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.
No login. No paywall. Just go.
If you finish Module 8 and run the capstone notebook โ€” post your run summary here. I want to see your confidence scores.
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Eduard Dulharu
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Build Your First AI Agent from Scratch
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