Imagine a coding assistant suggesting a fix, but it quietly sends part of your stack trace, database name, or even an API key upstream. Harmless in isolation, disastrous in aggregate. That’s the invisible risk inside modern AI workflows. With copilots, LLM agents, and pipelines touching production systems, every prompt