Systems Engineering intermediate
AI Architecture Patterns That Actually Ship
The patterns we use to structure AI systems that survive production. Not theory. These are the patterns from real projects.
Playbooks
How we actually build AI systems. Licensed CC BY-SA 4.0.
Use them. Improve them. Build things.
Operational Excellence intermediate
AI Evaluation Framework
How to measure if your AI system is actually working. The metrics, methods, and mindset for continuous quality assessment.
Operational Excellence beginner
Production Readiness Checklist
What 'production-ready' actually means for AI systems. The checklist we use before any launch.
About the license
All playbooks are CC BY-SA 4.0. Copy them, adapt them, use them commercially.
Two requirements:
- Attribution. Credit us, indicate changes.
- ShareAlike. Distribute derivatives under the same license.
We publish playbooks because the hard part isn't knowing the theory. The hard part is doing it under real constraints.