Are production LLM systems supposed to be red-teamed continuously?
Alone_Bread5045 · reddit · 2026-07-27
Should production LLM systems be red-teamed continuously?
The poster says they already ran a formal red-team exercise before launch, fixed the major issues, and have since changed prompts and RAG components enough that the original assessment now feels stale.
They ask whether continuous adversarial testing is now the expected operating model for production AI systems, or whether most teams still treat red teaming as a periodic check around major releases. The post frames the gap as a practical question: a pentest is only a snapshot, while the system keeps changing.
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