Tag: #ci-cd

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• Anatomy of an AI agent harness — 35 files that make the rules enforce themselves

  Same model, yet in one repository the accidents repeat and in another they do not. The difference is the harness. A file-by-file dissection of the harness in a repository where an AI accumulated 1,491 commits alongside a

  2026-09-11 · 13 min read #ai#agent#harness#claude-code#ci-cd

• Monorepo CI Cache Strategies — Fix the Cache Key, Not the Cache Size

  Most of the time, monorepo CI is slow not because the cache is too small but because the cache key is wrong. This post covers what the Turborepo, Nx, Bazel, and GitHub Actions caches actually hash, three levers for narro

  2026-07-31 · 14 min read #monorepo#ci-cd#build-cache#turborepo#bazel

• Why the Docker Build Cache Keeps Breaking — Layer Cache Keys, ARG, and BuildKit Cache Mounts

  Explains, at the level of cache keys, why npm ci runs for five minutes again after you changed a single line of code. It covers the difference between a RUN cache key being the command string and a COPY cache key being a

  2026-07-26 · 11 min read #docker#buildkit#build-cache#ci-cd#devops

• One Issue, the Whole Supply Chain — How an Agent Inside CI Broke, and What the Defenses Actually Bought ♪ Listenable

  The Claude Code GitHub Actions vulnerability that GMO Flatt Security researcher RyotaK disclosed on June 1, 2026 traces, end to end, how an agent dropped into a CI pipeline can become the channel that hands over an entir

  2026-07-16 · 21 min read #security#ai#prompt-injection#supply-chain#ci-cd

• Debian Has Started Blocking Unreproducible Packages From Migrating to Testing — What the Gate Actually Blocks, and What It Doesn't ♪ Listenable

  On May 9, 2026, Debian's release team wired its migration software, britney, to reproducibility checks. The sentence that hit the mailing list the next day was "Debian must ship reproducible packages," but what's actuall

  2026-07-16 · 20 min read #devops#reproducible-builds#debian#supply-chain#ci-cd

• The Rise of AI Code Review Tools — How Automated Review Changes Teams ♪ Listenable

  AI code review tools are pouring out as open source and reshaping developer workflows. From Git diff analysis, defect detection, and convention enforcement to the division of labor with human reviewers, false-positive ma

  2026-06-29 · 20 min read #devops#ai#code-review#ci-cd#developer-tools

• The Rise of AI Code Review Tools — What to Delegate and What Humans Should Still See

  AI code review tools are spreading fast. We separate the defects AI catches well from the areas humans must still own, and cover CI integration, an adoption checklist, and a critical perspective.

  2026-06-25 · 16 min read #devops#code-review#ai-tools#developer-experience#ci-cd

• CI/CD Platforms in 2026 — GitHub Actions / GitLab CI / CircleCI / Buildkite / BuildJet / Earthly / Dagger Deep-Dive Comparison ♪ Listenable

  The 2026 CI/CD market is no longer "Jenkins or GitHub Actions." GitHub Actions has become the de facto standard, but a whole acceleration layer (BuildJet, Depot, Namespace) sits on top of it, while container/programmable

  2026-05-16 · 22 min read #ci-cd#github-actions#gitlab-ci#circleci#buildkite

• CI/CD Systems 2026 — Deep Dive into GitHub Actions, Buildkite, CircleCI, GitLab, Jenkins, Argo, Tekton, Earthly, and Dagger ♪ Listenable

  A complete look at the CI/CD market as of May 2026. GitHub Actions (reusable workflows, OIDC federation, large runners, ARC), Buildkite, CircleCI, GitLab CI/CD, Jenkins (Pipeline + JCasC), TeamCity, Bamboo, Bitrise, Code

  2026-05-16 · 22 min read #ci-cd#github-actions#buildkite#circleci#gitlab-ci

• CI/CD Platforms 2026 Deep Dive — GitHub Actions, GitLab CI, CircleCI, Buildkite, Dagger, Earthly, Drone, Argo CD, Flux ♪ Listenable

  A complete map of CI/CD platforms in 2026 — the SaaS Big Four (GitHub Actions, GitLab CI 17.x, CircleCI, Buildkite), the container-native new wave (Dagger, Earthly, Drone, Harness CI), the GitOps layer (Argo CD, Flux, Fl

  2026-05-16 · 21 min read #ci-cd#github-actions#gitlab-ci#circleci#buildkite

• From Issue to Deploy — Building an Automation Pipeline Where AI Reviews and CI/CD Verifies and Ships (2025) ♪ Listenable

  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-pipeline

• Frontend CI/CD & Deployment 2025 — GitHub Actions, Turborepo, Vercel, Netlify, Cloudflare, Preview, Canary, Feature Flags, SLSA/SBOM (S6 E12)

  CI/CD for frontend is no longer "build and ship." It is caching, preview environments, canary rollouts, feature flags, supply-chain attestation (SLSA/SBOM), and rollback-first thinking. This guide compares GitHub Actions

  2026-04-15 · 7 min read #frontend#ci-cd#deployment#github-actions#turborepo

• Advanced CI/CD Pipeline Guide — GitHub Actions, ArgoCD, Tekton, and Security Pipelines

  Beyond basic build-and-deploy: security scanning, static analysis, container signing, GitOps, and multi-environment deployments. A comprehensive guide to building production-grade CI/CD pipelines.

  2026-04-12 · 18 min read #devops#ci-cd#github-actions#argocd#tekton

• Advanced 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#monorepo

• Monorepo Strategy Guide 2025: Nx vs Turborepo vs Lerna — Complete Guide to Managing Large Codebases

  Everything about monorepos! Nx vs Turborepo vs Lerna comparison, pnpm workspace setup, selective builds/tests, CODEOWNERS, Changesets versioning, CI/CD optimization, and large-scale team monorepo strategies.

  2026-03-24 · 18 min read #monorepo#nx#turborepo#lerna#pnpm-workspace

• GitHub Actions CI/CD Complete Guide: Go Builds, Branch Strategies, and Auto-Deploy ♪ Listenable

  Build production-grade CI/CD pipelines with GitHub Actions for Go projects. Trunk-Based vs GitHub Flow vs Git Flow branch strategies, multi-stage Docker builds, K8s auto-deploy, secret management, matrix builds, and cach

  2026-03-23 · 24 min read #github-actions#ci-cd#go#golang#git

• Complete Software Testing Guide 2025: TDD, Unit/Integration/E2E Testing, and CI/CD Automation ♪ Listenable

  Everything about software testing! Test pyramid, TDD in practice, unit testing (Jest/pytest/JUnit), integration testing (Testcontainers), E2E (Playwright/Cypress), performance testing (k6), mocking strategies, code cover

  2026-03-23 · 21 min read #testing#tdd#unit-test#integration-test#e2e

• CI/CD Best Practices 2025: Pipeline Design, Automation, and Security for Teams ♪ Listenable

  Everything about CI/CD pipelines! GitHub Actions vs Jenkins vs GitLab CI comparison, pipeline design principles, test automation, Docker build optimization, GitOps (ArgoCD), secret management, DORA metrics, and rollback

  2026-03-23 · 23 min read #ci-cd#devops#github-actions#jenkins#argocd

• Git Mastery: Advanced Workflows Every Developer Needs — From Junior to Senior ♪ Listenable

  From git rebase -i, cherry-pick, bisect, and worktree to trunk-based development, conventional commits, and GitHub Actions CI/CD — the complete guide to wielding Git like a senior engineer. Includes 20 real-world scenari

  2026-03-22 · 23 min read #git#github#version-control#workflow#branching

• Docker Complete Guide 2025: From Container Basics to Multi-stage Builds, Compose, and Production Deployment ♪ Listenable

  From container internals (namespaces, cgroups) to Dockerfile optimization, 90% image size reduction with multi-stage builds, Docker Compose in practice, security best practices, and CI/CD pipelines — a complete Docker gu

  2026-03-22 · 21 min read #docker#container#devops#dockerfile#docker-compose