https://cubxxw.com/tags/devops/ Xinwei Xiong's open archive of AI workflows, real projects, engineering methods, systems thinking, personal growth, philosophy, and life. https://cubxxw.com/assets/og-image.png https://cubxxw.com/ Hugo -- gohugo.io en-us Sat, 18 Jul 2026 13:30:00 +0800 https://cubxxw.com/ai-agent/posts/devbox-doctor-design/ Sat, 18 Jul 2026 13:30:00 +0800 Sat, 18 Jul 2026 13:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/devbox-doctor-design/ A design for auditing Mac developer tools with read-only evidence, bounded AI judgments, privacy safeguards, graceful fallbacks, and false-positive tests. Development AI LLM Agent Context Engineering Automation DevOps Designing devbox-doctor, a safer Mac toolchain audit https://cubxxw.com/ai-agent/posts/engineering-discipline-ai-workflow/ Sat, 11 Jul 2026 15:30:00 +0800 Sat, 11 Jul 2026 15:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/engineering-discipline-ai-workflow/ A practical framework for reliable AI workflows: separate claims from logs, preserve evidence, run evals, set failure thresholds, and escalate risk to humans. Development AI LLM Agent Harness Engineering Testing DevOps Five quality gates surrounding an AI workflow, from evidence to human review https://cubxxw.com/engineering/posts/argo-cd/ Fri, 09 May 2025 20:45:39 +0800 Fri, 31 Jul 2026 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/argo-cd/ Build a reliable Argo CD delivery model: understand Applications, ApplicationSets, sync and rollback semantics, version pinning, RBAC, and production security. Development Kubernetes DevOps Cloud Native Deployment Automation Security Argo CD continuously comparing desired state in Git with live Kubernetes state https://cubxxw.com/ai-agent/posts/ai-gateway/ Wed, 16 Apr 2025 17:36:12 +0800 Wed, 16 Apr 2025 17:36:12 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/ai-gateway/ A practical comparison of LiteLLM, Kong, APISIX, Cloudflare, and Portkey across routing, cost, security, deployment boundaries, and production checks. Technology AI LLM Cloud Native Security Monitoring Open Source DevOps Several model pipelines converge at an AI Gateway where cost and governance are weighed https://cubxxw.com/engineering/posts/gitops-practice-theory-part/ Sat, 25 Nov 2023 18:00:31 +0800 Sat, 25 Nov 2023 18:00:31 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/gitops-practice-theory-part/ Explore the practice of GitOps in Kubernetes, with a detailed analysis of implementing Canary and Blue-Green deployment strategies using Argo Rollouts. This article provides in-depth theoretical and practical guidance for developers to optimize their continuous deployment processes. GitOps Kubernetes DevOps https://cubxxw.com/engineering/posts/learn-about-automated-testing/ Sat, 14 Oct 2023 10:27:43 +0800 Sat, 14 Oct 2023 10:27:43 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/learn-about-automated-testing/ Automated testing practices and strategies for GitHub open source Go projects in the cloud native field Blog Git DevOps https://cubxxw.com/engineering/posts/github-actions-advanced-techniques/ Sat, 16 Sep 2023 16:17:02 +0800 Sat, 16 Sep 2023 16:17:02 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/github-actions-advanced-techniques/ Build custom GitHub Actions with Docker or composite steps, wire up concurrency groups, GITHUB_TOKEN permissions, and dependency caching, then automate packaging, Docker image deploys, and project-board updates end to end. Blog DevOps https://cubxxw.com/engineering/posts/go-release-tools/ Sat, 16 Sep 2023 16:07:39 +0800 Wed, 29 Jul 2026 14:05:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/go-release-tools/ Learn GoReleaser v2 with a production-ready .goreleaser.yaml and GitHub Actions workflow that builds, signs, packages, and publishes Go releases automatically. Development Go DevOps GitHub Automation Deployment