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From First Agent to Production Stack

Structured courses for practitioners — practical, local-first, and built around real business outcomes. The same material Rod teaches at ITAM, CDTM/TUM, LBS and LSE — here, open.

134+ lessons
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Beginner

Agentic Coding with Cursor

Review a Cursor agent edit the way you would a teammate's pull request.

Tool

Subject

Cursor

Lessons

11

Time

38 min read

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38 min read11 lessons
Syllabus
Beginner

Claude Code for Business

Brief, bound, and check an agent on a business task already on your desk.

Outcome

Subject

Claude Code

Lessons

12

Time

44 min read

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44 min read12 lessons
Syllabus
Intermediate

LangGraph Agent Orchestration

Build a stateful LangGraph agent against the current API, not a frozen tutorial.

Tool

Subject

LangGraph

Lessons

8

Time

72 min read

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72 min read8 lessons
Syllabus
Intermediate

Nebius Token Factory in Production: Running Open Models Honestly

Decide when an open model on Token Factory beats a frontier API, and check the catalog yourself instead of trusting a snapshot.

Tool

Subject

Nebius Token Factory

Lessons

4

Time

31 min read

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31 min read4 lessons
Syllabus
Intermediate

NVIDIA NIM in Production: From Hosted API to Self-Hosted Inference

Call NVIDIA NIM with the current catalog, then size a self-hosted container honestly.

Tool

Subject

NVIDIA NIM

Lessons

5

Time

51 min read

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51 min read5 lessons
Syllabus
Intermediate

Tools, Memory, and Multi-Agent Systems

Design tools an agent can call safely and memory it can trust past one session.

Method

Subject

AI agents

Lessons

33

Time

319 min read

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319 min read33 lessons
Syllabus
Beginner

The 12-Week Transformation Tracker, Run on Claude Code

Log whether automation is actually getting cheaper, against your own Week 1 baseline.

Outcome

Subject

Claude Code

Lessons

13

Time

91 min read

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91 min read13 lessons
Syllabus
Intermediate

Two Architectures: The 2x2 for Agent Design

Place an agent project on the two-axis grid before you pick a stack.

Method

Subject

AI agents

Lessons

11

Time

83 min read

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83 min read11 lessons
Syllabus
Intermediate

Voice Agents, Not Chatbots

Build a voice agent that handles turn-taking, interruption, and handoff.

Method

Subject

AI agents

Lessons

10

Time

50 min read

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50 min read10 lessons
Syllabus
Intermediate

Why Agents Fail: Harness Engineering for AI Projects

Diagnose why an agent demo dies in production, and name the harness it needed.

Method

Subject

AI agents

Lessons

9

Time

82 min read

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82 min read9 lessons
Syllabus
Live · updated weekly
Intermediate

ZEO ITAM · Autumn 2026

Run a measured Zero-Employee Organization (ZEO) loop against your own minutes baseline.

Serial

Subject

ITAM

Lessons

18

Time

417 min read

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417 min read18 lessons

Chatbot or coworker?

Ten real delegation scenarios. See which of the five practices you already run, and which one to train next.