Tag: #canary
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 9 posts
The Complete Guide to Deployment Strategies: What You Can Still Undo, and What You Cannot
This guide re-sorts deployment strategies along a single axis: reversibility. It gives a checklist for separating changes you can still undo from changes that have already passed the point of no return, the conditions a
2026-08-15 · 23 min read #배포#릴리스#카나리#deployment#canaryIngress Traffic Splitting — Canary and Blue-Green Deployments in Practice
A practical walkthrough of ingress-nginx canary annotations, Argo Rollouts integration, per-controller traffic splitting comparisons, blue-green patterns, and metric-based automated promotion. It also covers the 2026 shi
2026-06-14 · 16 min read #ingress#kubernetes#canary#argo-rollouts#deploymentIstio Traffic Management in Practice — From VirtualService to Automated Canaries
A hands-on guide covering the relationships between Istio traffic APIs, header and weight-based routing, canary automation with Flagger and Argo Rollouts, mirroring, fault injection, and how to derive circuit breaker set
2026-06-13 · 17 min read #istio#virtualservice#canary#traffic-management#kubernetesFrom Issue to Deploy — Building an Automation Pipeline Where AI Reviews and CI/CD Verifies and Ships (2025)
If the previous post was about the 'parts' of AI development automation, this one assembles those parts. You file an Issue; AI opens a PR, another AI reviews it, CI verifies it, a human gates only the core decisions, CD
2026-05-14 · 26 min read #ai-automation#ci-cd#github-actions#ai-code-review#autonomous-pipelineThe Complete LLMOps Guide: Three-Axis Versioning of Model, Prompt, and Eval Set, Canary, Cost Control, and the Platform Team (2025)
Building an LLM product fast has become easy. Running it sustainably is the hard part. Three-axis versioning across model, prompt, and eval set; Shadow/Canary/Blue-Green deployment; cost control through tokens, caching,
2026-04-15 · 11 min read #llmops#mlops#devops#canary#cost-controlAdvanced CI/CD Pipeline Guide 2025: Deployment Strategies, GitOps, Monorepo, Security Pipeline
Everything about advanced CI/CD! Deployment strategies (Blue-Green/Canary/Rolling), GitOps (ArgoCD/Flux), Monorepo CI (Turborepo/Nx), Feature Flags (LaunchDarkly), pipeline security, environment management, rollback stra
2026-03-25 · 18 min read #ci-cd#deployment#gitops#argocd#monorepoKServe Model Serving Complete Guide: InferenceService, Canary Deployment, Transformer, and InferenceGraph Production Operations
Covers Kubernetes-based model serving with KServe. Model deployment with InferenceService CRD, safe rollouts with Canary strategy, pre/post-processing pipelines with Transformer, and DAG-based composite inference with In
2026-03-12 · 17 min read #ai-platform#kserve#model-serving#kubernetes#inference-graphGitOps Deployment Strategies with ArgoCD + Argo Rollouts — Complete Guide to Blue-Green and Canary
This post is the hub for GitOps deployment strategies with ArgoCD and Argo Rollouts. It covers Blue-Green versus Canary tradeoffs, automatic rollback, analysis-based promotion, and Istio traffic control, while linking ou
2026-03-03 · 8 min read #devops#argocd#gitops#argo-rollouts#canaryArgoCD ApplicationSet and Progressive Rollout: A Practical Guide to GitOps Multi-Cluster Deployment
This post is the multi-cluster operations companion in the GitOps series. It focuses on ApplicationSet, generator design, Progressive Sync, and environment fan-out patterns so staged rollout remains manageable as cluster
2026-03-02 · 7 min read #argocd#gitops#applicationset#progressive-rollout#kubernetes