Why Every Pull Request Needs an Explainable Merge Decision
Some pull requests waste a surprising amount of time without anyone touching the code. They look almost ready, but the conversation turns into process…
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AI in DevOps: Why Adoption Lags in CI/CD (and What Comes Next)
AI is everywhere except in CI/CD Developers now use AI for nearly everything, except the part that actually ships code. Recent surveys conducted by Je…
CI/CD Build Systems for Cloud-Native Applications
TLDR ; Multi-stage Docker builds with BuildKit caching reduce image sizes by 80% and build times by 60% Remote build caching shares artifacts across d…
Introducing @accesslint/jest: progressive accessibility testing for Jest
This post is for the team rolling out accessibility testing: developer tooling, CI platform, design systems, frontend tooling, or their engineering ma…
How to Set Up Preview Environments for Pull Requests with Deploynix
Code review is better when you can see the changes running live. Reading a diff in GitHub, GitLab, or Bitbucket tells you what changed, but clicking t…
GitHub Actions Slow? What's Actually Wasting Your Time
Your GitHub Actions pipeline takes 20 minutes. Your team runs it 50 times a day. That's 16 hours of CI compute daily — and most of it is waste. Develo…
Building a PCI-DSS Compliant DevSecOps CI/CD Pipeline for a Fintech Using .NET
A deep dive into the security scanning pipeline that runs on every pull request before a single line of code reaches staging or production In my last …
I Automated a Full Application Deployment with Azure DevOps, Terraform, and Ansible
Four projects. Several weeks. One capstone. This is the project where everything came together. Not just conceptually, but in practice, in a real pipe…