Architekturen für KI-Anwendungen und Agenten
Moderne KI-Architekturen kennenlernen und in eigenen Projekten umsetzen, von der Idee bis zur produktionsreifen Anwendung.
- KI-Architektur
- KI-Agenten
- Deutsch
Insights
Courses, talks and books.
Thought leadership on AI strategy, generative-AI adoption, data products and governance, distilled into LinkedIn Learning courses, videos and books you can dive into.
Learn
Courses
In-depth LinkedIn Learning courses you can follow at your own pace.
KI-Anwendungen und Agenten planen und entwickeln
Künstliche Intelligenz in die eigenen Softwareprojekte integrieren: KI-Anwendungen und Agenten planen, entwerfen und umsetzen.
- KI-Agenten
- Softwareentwicklung
- Deutsch
Data Governance - Grundlagen
Mit dem richtigen Datenmanagement das Fundament für erfolgreiche KI-Anwendungen legen. Die Grundlagen der Data Governance.
- Data Governance
- Datenmanagement
- Deutsch
Watch
Videos
Talks and walkthroughs on YouTube. Each opens on YouTube in a new tab.
Claude Code in VS Code: From First Prompt to First PR
Production-grade, AI-assisted development with Claude Code in VS Code, taken from your first real prompt all the way to your first shippable pull request.
- Claude Code
- VS Code
- Workflow
How to Prompt Claude Code: Rules to Stop Writing AI Slop
Most developers write prompts; senior engineers frame conversations. The six levers that turn 30 minutes of planning into a day of saved work.
- Prompting
- Claude Code
- Planning
The Research Phase: How to Read Any Codebase with Claude Code
Senior engineers spend most of their time reading code. Using Claude Code to research a real production codebase (FastAPI) before changing a single line.
- Research
- Codebases
- FastAPI
Rules for Writing a CLAUDE.md File That Works
A CLAUDE.md file needs a different mental model than documentation. Turning it from a passive wiki into a behavioral contract Claude Code actually follows.
- CLAUDE.md
- Claude Code
- Conventions
Read
Books
Practitioner books on data and AI products, governance and operating models.
Designing Data Products
A practitioner's guide to treating data and AI as products with real ownership, contracts and measurable adoption. Volume I of the Data Products Series.
- Book
- Data Products
Finance-Grade Data & AI Products
The VANE Loop framework (Value, Adoption, Navigation, Execution) for building finance-grade data and AI products that deliver measurable value.
- Book
- Framework
- VANE Loop
The Handbook of Data Science and AI
A comprehensive guide to generating value from data with machine learning and data analytics, written for practitioners and decision-makers.
- Book
- Data Science
- Machine Learning
Contact
Have a project in mind?
Working on an AI or data initiative, or stuck turning a pilot into production? Start a chat and tell me what you're building. I usually reply within a day.