We’ve been working on production LLM systems and noticed a recurring issue:
even well-crafted prompts fail under real-world conditions.
We wrote a technical breakdown of the failure modes (intent drift, hallucinations, modality violations) and why monitoring alone doesn’t prevent them.
Would love feedback from people running LLMs in production.