Notes from the field
Writing on cloud, DevOps, security, and AI engineering, informed by what actually goes wrong in production.
AIFeatured
Shipping a production RAG pipeline with Azure AI Search and Foundry
The demo-to-production gap in RAG is bigger than most teams expect. Here's what changed when I took a working prototype and made it survive real traffic.
June 2, 2026 3 min read
AIFeatured
Building a private RAG with Azure AI Search and Azure OpenAI
An end-to-end blueprint for a retrieval-augmented chat over your own documents — locked down behind Private Endpoints and identity, deployed entirely on Azure.
December 2, 2025 4 min read