Sunday Labs blog

Articles on LLMOps

Field notes from the founders and engineers at Sunday Labs on AI strategy, data platforms, agents and shipping to production.

GenAILLMOps

RAG vs Fine Tuning: How to Choose for Enterprise GenAI

RAG gives a model the right knowledge; fine-tuning changes how it behaves. A clear comparison and decision guide for choosing between them, or using both.

Sukant Kumar2 October 20266 min read

AI strategyMLOpsLLMOps

Why AI Projects Fail Between Pilot and Production, and How to Fix It

Most AI pilots stall before production for predictable reasons. Here is how to spot them early and design pilots that are built to ship.

Sukant Kumar30 September 20268 min read