Engineering Real-World LLM Applications: Evaluation, Security, and Scalability
Evaluation: The Gatekeeper to Production
Before deploying any language model-powered application, rigorous evaluation is non-negotiable. Unlike traditional rule-based systems, LLMs produce probabilistic outputs — meaning errors are inevitable. The goal isn't perfection, but consistent alignment with user expectations under real-world conditions ...
Posted on Sun, 28 Jun 2026 16:37:01 +0000 by jclarkkent2003