… When your agent makes a tool call – a file write, a shell command, a file read – Prempti intercepts it before it executes, evaluates it against Falco rules, and delivers a verdict: The architecture: Prempti’s hook fires before each tool call An interceptor sends the event to Falco via a Unix socket… …
… Mapping the execution path of an AI agent involves prompt assembly, vector database retrievals, and multiple external tool calls. “By adopting the Model Context Protocol MCP , Agent Client Protocol ACP , and Agent–User Interaction Protocol AG-UI , the project is building an environment where engine… …
… HolmesGPT is an open-source AI troubleshooting agent built for Kubernetes and cloud-native environments. …
… The timing problem in policy-as-code Policy-as-code tooling has matured significantly within the CNCF ecosystem. Tools like Open Policy Agent OPA , Kyverno , and Conftest give platform teams powerful, declarative ways to define and enforce governance rules across Kubernetes environments. …
… With the rise of agentic AI, where autonomous agents generate and deploy infrastructure code, real-time automated governance has become a necessity. …
… Install agentgateway AI Data Plane helm upgrade -i agentgateway-crds oci://cr.agentgateway.dev/charts/agentgateway-crds \ --create-namespace --namespace agentgateway-system \ --version v1.1.0 helm upgrade -i agentgateway oci://cr.agentgateway.dev/charts/agentgateway \ --namespace agentgateway-syste… …
… Issue quality is the strongest lever Well defined bug reports reduce performance variance more than tooling or retrieval strategy. Skills can help, but they don’t remove the system problem This experiment did not use any explicit coding “skills” or curated agent playbooks. …
… Understanding the Current State The agent was first tasked with auditing the existing cluster. Using the nginx-to-higress-migration skill , the agent automatically identified all Ingress resources and flagged NGINX-specific annotations that required translation. …
… Security by Design: Security must be a priority from the start, particularly for agentic flows, ensuring agents operate within a secure, governed framework. …