Agentic AI track
What I learn about building AI agents, and what I teach back. Based on Andrew Ng's Agentic AI course on DeepLearning.AI.
I add a lesson each time I learn something new, and I mark every change in the lesson's update log. Lessons marked EN | DE are available in English and German.
Lesson 1 of 6 · · EN | DE
What Is Agentic AI? From One Prompt to a Workflow
Why one prompt is often not enough, what an agentic workflow does, and the first agent I designed: a job matcher.
Lesson 2 of 6 · · EN | DE
Workflow or Agent? The Spectrum of Autonomy
From fixed steps to agents that choose their own tools.
Lesson 3 of 6 · · EN | DE
The Four Design Patterns
Reflection, tool use, planning and multi-agent collaboration.
Lesson 4 of 6 · Coming soon
Task Decomposition: From a Goal to Steps
How to get from "find me a job" to six clear steps.
Lesson 5 of 6 · Coming soon
Evaluating an Agent
Is 70 the right cut-off? Does the same job get the same score twice?
Lesson 6 of 6 · Coming soon
Building the Job-Match Agent, Step by Step
The build log, including what goes wrong.