// A hands-on tour of agent-sandbox, the Kubernetes SIG Apps project for isolated, stateful, singleton workloads built for AI agent runtimes. Includes a Go agent with sandboxed tools on Kind, warm pools claiming in 53ms, Flux GitOps, and the gotchas the docs don't mention.
posts tagged #Security
// Choragos runs a team of AI coding agents with a real division of labour: an orchestrator that plans and delegates, workers with their own context, model and credentials, and a delegate/work-done protocol carrying work between them. A walkthrough of v0.11.2 with config recipes for real teams.
// Sphragis is a self-hosted Go gateway that strips PII out of every LLM request and response before it leaves your network and writes a tamper-evident, hash-chained audit log. A walkthrough of the v0.3.0 release: local redaction, reversible tokenization, multi-provider routing, and OpenTimestamps anchoring.
// How to build a safe, read-only Kubernetes operations assistant in Go using Google's Agent Development Kit, packaged in a scratch image and deployed via Helm with External Secrets Operator.
// How to use Dapr, Flux, Harbor, and a shared Helm chart to safely host apps built by non-technical citizen developers using LLMs on Kubernetes.
// MCP servers like DBHub expose databases, filesystems, and code execution over HTTP with zero authentication. Learn how to deploy OAuth2-Proxy on Kubernetes to add SSO, group-based access control, and session management to any MCP server without changing a single line of code.
// Learn how to build secure, scalable multi-tenant Kubernetes platforms using Capsule for namespace-based isolation and vCluster for virtual cluster deployment. Compare architectures, explore production use cases, and implement cost-effective multi-tenancy patterns with practical examples and complete demos.
// Explore Cilium Tetragon, an eBPF-based security observability and runtime enforcement platform that provides kernel-level protection for Kubernetes workloads with minimal overhead.
// A comprehensive guide to Istio Ambient Mesh, exploring its sidecar-less architecture, performance benefits, and practical implementation steps. Learn how zTunnel and Waypoint Proxy revolutionize service mesh deployment while reducing resource overhead.
// Discover how Kubescape enhances Kubernetes security and compliance.