Tag: mlops

2 articles filed under this tag. Newest first below ; start with the highlighted pick if you are new here.

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Evaluation Frameworks for LLM Applications at Scale

Golden datasets, regression suites, LLM-as-judge patterns, and offline versus online evaluation loops—emphasizing measurement discipline over benchmark theater.

Apr 24, 2026 · 6 min read

Prompt Engineering as a System Design Discipline
Prompt templates, structured prompts, dynamic injection, and versioned prompt systems—treating prompts as APIs with contracts, tests, and release processes instead of copy in a notebook.

Dec 29, 2025 · 6 min read