Knowledge Hub
Weekly Engineering Review
Every week we analyze publicly documented architectures — official docs, technical papers, and conference talks. Never private internals.
We only analyze what is publicly available: official documentation, published engineering blogs, conference presentations, and academic papers. We improve the design, document patterns, and share lessons for production systems.
AWS Bedrock Architecture
Official AWS documentation
How Amazon Bedrock is designed for multi-model serving — based on published AWS architecture guides and API documentation.
Netflix Metaflow
Metaflow docs & public conference talks
Production ML patterns from Netflix's published Metaflow documentation and engineering blog posts.
Uber Michelangelo
Uber Engineering blog & published papers
Uber's ML platform architecture as documented in public engineering posts and conference presentations.
Kubernetes Control Plane
Official documentation & SIG architecture
Control plane design patterns from kubernetes.io docs and Kubernetes SIG architecture proposals.