Free with subscription · 25 entries

The production RAG eval cheatsheet.

25 failure modes to test before you ship. The symptom, the test, the snippet, the fix — for each one.

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What you actually get
01 / Production-grade

Tactics from real shipping, not blog posts about blog posts.

Every issue starts with a real failure mode, debug story, or architectural decision — drawn from systems serving actual users. If it works in a demo, it doesn't ship here.

02 / Backend-first

Written for engineers who ship the systems behind the demo.

APIs, queues, retrieval, caching, observability, evals. The boring infrastructure that makes LLM products actually work in production — not prompt engineering hot takes.

03 / One per week

A single deep dive every Tuesday. No filler, no daily noise.

Long enough to be useful, short enough to read on the commute. Roughly 1,800 words, one diagram, one runnable snippet per issue. That's the contract.

Production AI engineering. One Tuesday at a time.

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