llm engineering

Prompts, Evals &
Production Lies

What the papers don't tell you about shipping language models. Context windows, hallucinations, and measuring what matters. Blogs coming soon!

topics ahead

Structured outputs, chain-of-thought, few-shot patterns, and the dark art of system prompts.

Building eval suites that catch regressions before your users do. Metrics that actually matter.

Serving models at scale: latency budgets, caching embeddings, and graceful degradation.