AI agents can ship code faster than humans can review it. Cloud Custodian acts as an automated safety net, ensuring all machine-deployed infrastructure follows security and compliance rules while catching costly misconfigurations before they become security gaps or budget overruns.
A decade of governance: Cloud Custodian at 10 and its role in the agentic AI era… We do not run a service mesh. cert-manager issues per-agent identities; agents perform mTLS directly at their gRPC/HTTP transport, with no sidecar. …
… AI agents can ship code faster than humans can review it. Cloud Custodian acts as an automated safety net, ensuring all machine-deployed infrastructure follows security and compliance rules while catching costly misconfigurations before they become security gaps or budget overruns. …
… Remaining on a retired controller leaves critical infrastructure vulnerable to unpatched security risks. …
… The goal is to facilitate collaboration between engineers and AI agents during debugging. …
… They originate in misconfigured infrastructure—missing resource limits, overly permissive security contexts, incorrect RBAC bindings. These issues are common, subtle, and typically introduced during the normal rhythm of development work. …
… Getting started Download the latest release from GitHub: https://github.com/falcosecurity/prempti/releases Full technical walkthrough and architecture detail: https://falco.org/blog/introducing-prempti Get involved Runtime security for AI coding agents is new territory. …
… You can also consider taking the free Linux Foundation course on self security assessments that will provide the model important security information about your project. …
… Expected response { "choices": { "message": { "content": "This is a mock chat response from httpbun." } } } If you see this, everything works: The Rust module loaded successfully The gateway routed the request correctly The mock LLM responded Troubleshooting common issues Problem 1: Rust version mi… …
… Security becomes guesswork. …