AI applications change through more than code. Model versions, prompts, retrieval settings and provider behavior can all alter production outcomes.
FOUNDATIONADVANCED LLMOPS
What is Advanced LLMOps?
Advanced LLMOps is the operating discipline for managing models, prompts, evaluations, gateways, releases, routing, observability, cost and production change across the LLM lifecycle.
A support assistant can regress because of a prompt edit, model upgrade or routing change even when the application binary is unchanged.
Which AI artifacts must your organization treat as controlled production changes?
REMEMBERLLMOps manages the behavior lifecycle, not only the deployment pipeline.
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