// 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 #Gitops
// A hands-on tour of llm-d, the CNCF Sandbox framework for distributed LLM inference on Kubernetes - inference-aware routing, prefill/decode disaggregation, and KV-cache offload. Includes a GPU-free demo on Kind using the vLLM simulator, wired with Flux GitOps.
// How to use KServe v0.18 in Serverless mode to serve both classical ML models and LLMs on Kubernetes - with scale-to-zero, OpenAI-compatible APIs, Flux GitOps, and a real demo on Apple Silicon.
// 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.
// Learn how to use Kratix to build self-service platform capabilities for SREs and Platform Engineers. This guide explores Kratix's architecture, the Kratix CLI, pros and cons, and walks through a practical example building an on-demand Datadog stack.
// Discover Litmus, a CNCF incubating project that provides a complete chaos engineering platform with GitOps integration, extensive experiment library, and enterprise features for building resilient cloud-native applications.
// Learn how to build a powerful Internal Developer Portal (IDP) using Azure Kubernetes Service (AKS), Crossplane, Backstage, and Argo CD. Empower developers with self-service while maintaining governance, automation, and GitOps best practices. A complete guide for platform engineers and SREs building cloud-native platforms.
// Exploring the benefits and limitations of ArgoCD from an SRE perspective, including GitOps, deployment automation, and drift detection.