Stack Signals

Understanding the challenge of LLM reliability Large language models have moved from research curiosities to production components that teams depend on for summarisation, classification, code generation, and conversation. But anyone who has worked with these systems knows they behave differently from traditional software. A query that worked perfectly yesterday returns a hallucinated answer today. A prompt that passed every test fails in production because the input format