Retry Logic and Tiered Alerting in GitHub Actions
🛠️ Pipelines in the Wild #2 Byte Size Summary Most pipeline failures are transient — a registry returning a 503, a smoke test catching a slow cold sta…
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Retry Logic and Tiered Alerting in GitHub Actions
🛠️ Pipelines in the Wild #2 Byte Size Summary Most pipeline failures are transient — a registry returning a 503, a smoke test catching a slow cold sta…
Why Your GitHub Actions Workflow Didn't Trigger: branches, tags & paths Filters Explained
You pushed a commit, opened the Actions tab, and there's nothing there. No red X, no yellow dot — the workflow simply didn't run. There's no error to …
Tag release pipelines without a 400-line GitHub Actions workflow
You push v1.2.3 and expect a predictable sequence: tests pass → version is resolved → GitHub Release is created . In practice, teams usually pick one …
What is CI/CD? Automate Your Way to Faster Deployments
By Sailee Shingare | M.S. in Computer Science, Northern Illinois University (NIU) You’ve written your code. You’ve tested it. Now you need to get it t…
How to Choose the Right DevOps as a Service Provider
I've spent 25 years building, breaking, and scaling production infrastructure — long enough to watch "DevOps" go from a conference buzzword to a thing…
Services without Docker-in-Docker: how PikoCI handles test dependencies
If you've ever needed a database for your integration tests in CI, you've probably encountered one of these solutions: Docker-in-Docker. A separate do…
Как выбрать систему для разработки и пожалеть через полгода
На демо всё красиво: задачки бегают, доски сияют, отчёты рисуются. Через полгода команда уточняет статусы в чате, релизы сверяет в таблице, а тимлид п…
Multi-Agent Code Reviews Need Pipelines, Not Vibes
Most teams are about to hit the same AI coding problem: one agent can write a lot of code, but it cannot be the only judge of its own work. That is wh…
Build Cache Strategies: The Operational Burden of Speed
Build times, especially in enterprise software projects, are often an overlooked bottleneck that leads to significant inefficiencies. While working on…
GitHub rust-2026-template — my Rust starter in 2026
I got tired of setting up the same things every new Rust project. Clippy config, CI pipelines, linker flags, pre-commit hooks, cargo-nextest ... all f…
Stop Wasting Hours: The Production-Ready Laravel 12 + Docker Starter Kit (CI/CD Included)
Setting up a new Laravel project for production is always a headache. You need to configure Nginx, optimize PHP-FPM, set up Supervisor for your queue …
DevOps Consulting: How to Evaluate a Partner Before You Engage
Most DevOps engagements don't fail because of bad tooling. They fail because the wrong firm was chosen. The pattern shows up the same way every time. …
Security Is Important. Automate It
Renovate, auto-merge, and why a small team has no other option Open npm outdated on any project older than six months. Run uv lock --check on the back…
R8 Minification Silently Killed My Android App's Core Feature (And Tests Didn't Catch It)
My CI pipeline was green. Unit tests passed. The APK built and signed without errors. I installed it on my Pixel 3. The app launched, looked perfect. …
Why Debugging CI Failures Still Wastes More Dev Time Than Writing Code
The real cost of a red pipeline CI pipelines fail. That's expected — it's literally their job to catch problems. But here's what shouldn't be normal: …
Jenkins as a Code, or how I stopped clicking around in the UI
I've been running Jenkins in one form or another for years now. Different companies, different sizes of teams, but somehow the same story keeps repeat…
DevOps Implementation Checklist: From Code Management to CI Culture
1. Code Management & Branching Strategy Before setting up any CI pipeline, answer these foundational questions: Question Options / Considerations …
Build Cache Management in CI/CD: 3 Practical Approaches
Introduction: Build Times and the Importance of Cache Slow build times in your CI/CD pipelines can be a serious issue, reducing developer productivity…
Improving operational resilience by decoupling code deployments from feature activation using AWS AppConfig feature flags
Shipping quickly isn’t the hard part anymore. The hard part is recovering when something goes wrong. A lot of teams still release features the same wa…
Making repository readiness machine-readable
Most repositories are built for people who already know them. That works for a while. The maintainer remembers which setup step matters. The team know…
Stop Manually Updating Jira After Every PR Merge
Originally published on graycloudarch.com . You just merged a PR. Now you open Jira, find the ticket, paste the PR link in a comment, transition the s…
How Cloudflare Built Resilience: Lessons from Their Infrastructure Overhaul
How Cloudflare Built Resilience: Lessons from Their Infrastructure Overhaul When a single misconfiguration can cascade across a global CDN and take do…