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…
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 …
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…
SAFEDEPLOY AI: DevOps Pipeline Intelligence System
Problem Statement: DevOps Pipeline Agent: Modern software delivery pipelines generate large amounts of operational data. Understanding the relationshi…
Expo SDK 54's precompiled XCFrameworks cut our iOS build from 14 min to 4
Our fitness kit's iOS build used to take 14 minutes on CI. After upgrading to Expo SDK 54, it takes 4. That's not a CI optimisation. We didn't add par…
Cutting HIPAA deploy time 70% with GitLab parent/child pipelines and an Ansible control plane
Parent/child first. Evidence emission second. Ansible control plane third. Every release was a manual evidence collection exercise. The pipeline was t…
Rebuilding a HIPAA CI/CD pipeline: signed promotion, OPA admission, and audit-grade evidence
Signed promotion first. Admission control second. Evidence emission everywhere. The boundary was solid. The pipeline shipping into it was not. This is…
The Go Dependency Blindspot: Why You’re Missing Major Upgrades (and How to Fix It)
Go’s module system is widely celebrated for its predictability, speed, and reproducibility. Through the implementation of Semantic Import Versioning (…
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…
Final Project: Cloud Full-Stack Deployment
☁️ Final Project: Cloud Full-Stack Deployment Proyek ini mendokumentasikan proses deployment aplikasi web (Node.js + Nginx) ke AWS EC2 menggunakan Doc…
Understanding Jenkins CI/CD Using a Tiny Java Project (A Beginner-Friendly Walkthrough)
Understanding Jenkins CI/CD Using a Tiny Java Project Most Jenkins tutorials immediately jump into Docker, Kubernetes, Maven, cloud deployments, and e…
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…
From CI/CD to AI-Powered DevSecOps: Teaching a Local LLM to Analyze Security Reports
In the previous article , I built a complete CI pipeline around a Spring Boot monolith: GitHub → Jenkins → SonarQube → Trivy → Nexus → Docker. I intro…
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 …
MacOS Workers, or how I built my own Mac cloud
In Part 1 I laid out the Jenkins-as-a-Code setup — JCasC, Job DSL, ephemeral workers, Packer images, all of it. And I said macOS workers were their ow…
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. …
CI/CD with AWS CodePipeline and CodeBuild
Overview Every push to the main branch on GitHub automatically builds the React app and deploys it to S3 + CloudFront — zero manual steps. This articl…
Building a Command Center for CI/CD Failures: Designing the Streamlit UI for our AI Triage Agent
Every developer knows the sinking feeling of a bright red "Pipeline Failed" banner. Clicking into the continuous integration logs reveals a chaotic wa…
DRAFT: the other exam and joys
AWS DVA-C02 Cheat Tables 1. CI/CD Tools The pipeline mental model: CodeCommit/GitHub → CodeBuild → CodeArtifact (stores packages) → CodeDeploy → CodeP…
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…
Build Cache Management in CI/CD: 3 Practical Strategies
The Importance of Build Cache in CI/CD Pipelines CI/CD (Continuous Integration/Continuous Deployment) pipelines have become an indispensable part of s…
Laravel CI/CD with GitHub Actions: Tests, Code Quality, and Deployment
Originally published at hafiz.dev If you're still deploying Laravel by running git pull on the server and crossing your fingers, this post is for you.…
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…
The 20-Minute Compromise: CI/CD Audit Guide for the TanStack Supply Chain Attack
OIDC authentication worked correctly throughout the TanStack attack. The build cache is the substrate participant that wasn't governed. Here's the ful…
CI/CD Auto-Remediation: The Complete Guide for SRE and Platform Teams (2026)
Key Takeaways Most teams do not yet auto-remediate inside CI/CD. Per JetBrains' AI Pulse coverage (April 2026) , 78.2% of respondents don't use AI in …
What is Container Orchestration?
In this guide, we’ll break down what container orchestration is, why it matters, and how it simplifies the management of modern cloud applications. As…
# Containerizing a Broken Microservices App and Shipping It with a Full CI/CD Pipeline
This is part of my HNG DevOps internship series. In Stage 1 I deployed a personal API behind Nginx on a live server. Stage 2 is where things got serio…
I built an AI that explains your CI failures in plain English (right inside your PR)
We've all been there. It's 11 PM. You push what you're 90% sure is the final commit. GitHub Actions runs. Red X. You click into the workflow. 4,000 li…
Как сделать Maven build security-aware: AppSec-проверки без дрейфа CI/CD
Единый плагин для сканирования на безопасность Java проектов. Maven. Или как проверять кучу микросервисов на безопасность управляя этим в одном месте …