Short reads and step-by-step tutorials from people who ship production systems. Written so you can read, do, and share.
A step-by-step, moron-proof guide to building a retrieval-augmented generation system from zero. No prior AI experience needed. Copy each block, tick "Done", and ship.
The NIST AI Risk Management Framework looks intimidating. Here's what it actually means and what to actually do, in plain English.
Step-by-step: set up Python, embed documents, store them in a vector database, query with retrieval, generate grounded answers. Six steps, full code, zero mystery.
What to log, how to trace, what to alert on, and the dashboards every LLM app needs before it touches real users. With the exact code and OpenTelemetry config.
