https://blog.turboawesome.win/tags/mlops/ Recent content in Mlops on Bits, Trades & Systems Hugo en-us Tue, 14 May 2024 14:22:00 +0000 https://blog.turboawesome.win/2024/05/evaluating-llm-applications-why-it-looks-good-is-not-enough/ Tue, 14 May 2024 14:22:00 +0000 https://blog.turboawesome.win/2024/05/evaluating-llm-applications-why-it-looks-good-is-not-enough/ LLM applications fail in ways that traditional software testing doesn't catch. Building evaluation frameworks that give you real signal about quality — before and after deployment — is the engineering challenge that separates serious AI products from demos.