Why happy-path testing misses AI failures

Your demo script is not the conversation your users will have.

Adversarial inputs, retrieval conflicts, and action boundaries show up under pressure, not in tidy QA flows.

The gap

Manual QA follows intended use. Users follow curiosity, frustration, and creativity.

AI systems combine instructions, retrieval, and tools in ways static checklists miss.