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My self-hosted CI runner was the least trusted machine I owned. Now every job runs in a disposable Firecracker microVM on Krova Cloud — here's the s…
Your CI/CD pipeline is green. That doesn't guarantee any reliability. Most engineers write their first pipeline to make a status check pass, — not t…
The most-used GitHub Action just shipped breaking changes to how it handles fork pull requests. Checkout v7 refuses to check out fork code by defaul…
From April to July 2026, I ran several Next.js products on AWS Amplify Hosting (AWS's managed service for hosting and deploying web apps). This arti…
CI/CD pipelines are great once they work. But developing and debugging them often looks like this: change YAML -> push -> wait for CI -> fi…
Originally published on kuryzhev.cloud Every static AWS key sitting in your Jenkins credential store is a standing invitation. It works from anywher…
📝 Originally published (in Japanese) at forge.workstyle.tech . In a previous article , we introduced an environment for parallel execution of coding…
Part 1 covered the mechanism: a fingerprint gate decides whether a change ships in minutes over-the-air or needs a full store release. But a gate th…
How I Automated a 3-Tier Application CI/CD Pipeline with Docker, Azure & GitHub Actions I recently completed a hands-on DevOps project where I t…
Scenario You are the DevOps Engineer . Jules is your Software Developer . Ask Jules to create a professional website for a product of your choice. J…
A working walkthrough of wiring sentinel-scan-cli into GitHub Actions and pre-commit as a CI gate that actually fails the build, including a gap I f…
Introduction Frontend Studied the common signs of a vibecoded website and avoided it. Backend Used Spring Boot and learned SOLID principles. Authent…
I built a 3-tier application running on Amazon EKS, deployed by a GitHub Actions pipeline that runs on every merge to main . The first version of th…
Building ERP_cloud , a Flask-based ERP platform, has taught me that production readiness goes far beyond getting the application working. Recently,…
A green CI pipeline is a nice feeling. The build passed. Tests are green. Linting is clean. Nothing obvious is on fire. For a few seconds, it feels…
CI/CD pipelines are increasingly responsible for building software, provisioning infrastructure, publishing artifacts, and deploying production work…
GitHub Actions Basics for DevOps Introduction GitHub Actions is a powerful automation platform integrated directly into GitHub repositories. It allo…
Clear the Lineup Submission The Bug AI applications can fail silently — producing wrong outputs, degraded performance, or unexpected behaviors witho…
title: Why I left Warehouse out of our Fabric deployment scope published: true tags: microsoftfabric, datawarehouse, cicd, devops Our Fabric deploym…
The Problem In one of our Azure DevOps pipelines, nuget restore suddenly started failing with an error stating, in essence, that the requested packa…
The Quest Begins (The “Why”) Honestly, I used to stare at my CI/CD yaml files like they were ancient runes. Every push felt like a gamble: “Will the…
Last Tuesday, my pipeline called a free model three times on the same commit. The output looked confident every time. It was wrong every time. The m…
The Quest Begins (The "Why") Honestly, I used to feel like I was stuck in a never‑ending tutorial level. Every time we spun up a new environment — d…
Hey DEV community!👋 As developers, we all know how crucial dependency and container security is. But let's be honest - sometimes heavy enterprise se…
CI/CD as a Control System: From Commit Entropy to Production Evidence CI/CD is often reduced to automation, but its deeper purpose is epistemic: it…
A month ago I shipped aicraft-code-review , an MCP server that reviews code locally. This week I added a CLI mode — because not everyone wants to wi…
GitHub Actions is GitHub's built-in CI/CD system — it spins up a fresh virtual machine, runs whatever commands you tell it to, and tears the machine…
I keep hitting the same failure pattern. A merge request passes every test. Then the pipeline stalls. Nothing in the diff changed. The free model ro…
Gate your CI on a dollar ceiling, not a percentage — the number your finance team actually asks for Most cost gates for agent/LLM workflows check a…
Three identical prompts. Three model calls. Same answer. I saw this in a GitLab CI pipeline that runs a free model over release notes. The prompt te…