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CI/CD

Build fast, reliable deployment pipelines. GitHub Actions workflows, GitLab CI, automated testing strategies, and continuous deployment patterns that ship code safely.

17 articles

Multi-Cluster Kubernetes: Argo CD ApplicationSet Patterns
CI/CD

Multi-Cluster Kubernetes: Argo CD ApplicationSet Patterns

When 10+ clusters or 50+ services break hand-written GitOps. ApplicationSet's four generators (cluster list, Git directory, PR, cluster decision), real production patterns (env promotion, per-tenant, multi-region failover, preview envs), and the sharp edges (template debugging, cascading mistakes, RBAC).

11 min read·
Best Feature Flag Services (2026): LaunchDarkly vs Split vs Flagsmith vs GrowthBook
CI/CD

Best Feature Flag Services (2026): LaunchDarkly vs Split vs Flagsmith vs GrowthBook

LaunchDarkly, Split, Flagsmith, and GrowthBook compared on pricing, SDK coverage, experimentation stats, and self-hosting. Real 2026 quotes, honest weaknesses, and a decision matrix for mid-market, experimentation-first, and budget-sensitive teams.

15 min read·
Progressive Delivery with Argo Rollouts: Canary + Analysis
CI/CD

Progressive Delivery with Argo Rollouts: Canary + Analysis

Argo Rollouts replaces Kubernetes Deployments with a CRD that does weighted canary, metric-gated analysis, and automatic rollback. Production recipe, Prometheus AnalysisTemplates, and a side-by-side with Flagger.

15 min read·
CI/CD Pipeline Explained: From Code to Production (Step-by-Step)
CI/CD

CI/CD Pipeline Explained: From Code to Production (Step-by-Step)

A beginner-to-advanced guide explaining CI/CD pipelines, tools involved, automation strategies, and real-world workflows.

11 min read·
ArgoCD vs FluxCD: GitOps Tools for Kubernetes Compared
CI/CD

ArgoCD vs FluxCD: GitOps Tools for Kubernetes Compared

ArgoCD offers a rich web UI and centralized multi-cluster management. FluxCD is CLI-first and Kubernetes-native with lower resource usage. Compare reconciliation models, Helm support, security, and performance benchmarks.

13 min read·
Semantic Versioning and Automated Releases with Conventional Commits
CI/CD

Semantic Versioning and Automated Releases with Conventional Commits

Version numbers should encode compatibility, not vibes. Learn semantic versioning, the Conventional Commits spec, commitlint enforcement, and fully automated releases with semantic-release and Release Please.

9 min read·
Container Image Scanning: Catching Vulnerabilities Before They Ship
CI/CD

Container Image Scanning: Catching Vulnerabilities Before They Ship

Container images carry hundreds of dependencies you didn't write. Learn how to scan them with Trivy, Grype, Snyk, and Docker Scout, manage false positives, choose minimal base images, and automate dependency updates.

10 min read·
Building a Monorepo CI Pipeline That Doesn't Fall Apart at Scale
CI/CD

Building a Monorepo CI Pipeline That Doesn't Fall Apart at Scale

Monorepo CI should only build what changed. Learn affected-service detection with git diff, Nx, Turborepo, and Bazel, plus remote caching, shared library versioning, and practical GitHub Actions configurations.

11 min read·
Feature Flags: Decoupling Deployment from Release
CI/CD

Feature Flags: Decoupling Deployment from Release

Feature flags let you deploy code to production without exposing it to users. Learn the different flag types, build a flag system from scratch, compare LaunchDarkly vs Unleash, and manage the technical debt that comes with flag sprawl.

10 min read·
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