submitting, by a prompt engine, a first sequence of content queries to a pipeline engine for the AI pipeline, wherein the AI pipeline includes a prompt package and a language model, and wherein the prompt package and at least a portion of the first sequence of content queries are inputs to the language model;

receiving first results from the AI pipeline in response to the first sequence;

in an instance subsequent to receiving the results from the AI pipeline, submitting, by the prompt engine, the first sequence of content queries to the pipeline;

receiving second results from the AI pipeline;

vectorizing the first and second results;

semantically comparing the vectorized first results and the vectorized second results;

identifying a semantic divergence by determining that the first results and the second results differ semantically more than a predetermined threshold amount; and

in response to the determination, performing a corrective action.