A production model should not appear in applications simply because an API key exists.
FOUNDATIONADVANCED LLMOPS
Map the LLM Lifecycle
The LLM lifecycle runs from model/provider selection through evaluation, approval, deployment, monitoring, change and retirement.
A new provider is first benchmarked, security-reviewed, added to the approved catalog, canaried and monitored before broad use.
Can every production model be traced to an approval, evaluation and release record?
REMEMBERTreat model adoption as a lifecycle, not an API call.
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