The Drift Problem: Why Infrastructure AI Systems Need Real-Time Awareness

AI systems managing infrastructure rely on static declarations like Terraform, but production reality constantly diverges through undocumented changes and environment drift. This mismatch causes AI to generate operationally dangerous decisions based on outdated system models. To reason reliably about infrastructure, AI systems need real-time runtime awareness rather than just static code analysis.