Picture this: your AI coding assistant just queried the production database at 2 a.m. It pulled logs to “optimize response quality.” Nice ambition, terrible idea. In modern stacks, AI copilots, code agents, and model-context pipelines now touch real infrastructure. They query APIs, modify configs, or even commit code. All