CI/CD: From Green Checks to Real Confidence
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…
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GitHub Actions Checkout v7: Why Fork Pull Request Safety Required a 362KB Credential Isolation Rewrite
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…
Four Failures I Kept Repeating on AWS Amplify — Full env Replacement, Green Build but 500 at Runtime, Silent Outages, Domain Migration
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…
I built a local CI/CD runner to debug pipelines before pushing them
CI/CD pipelines are great once they work. But developing and debugging them often looks like this: change YAML -> push -> wait for CI -> fi…
AI-ревьюер кода. Ирония судьбы, или С лёгким мердж-реквестом
Привет, Хабр! На связи Оля и Эрик из команды больших языковых моделей ecom.tech . Cегодня мы расскажем, как делали сервис для AI-ревью кода с встраи…
Setting Up Jenkins AWS OIDC Authentication to Replace Static Keys
Originally published on kuryzhev.cloud Every static AWS key sitting in your Jenkins credential store is a standing invitation. It works from anywher…
Running Claude Code in 4 Parallel Sessions Led to 'Team Development' — 7 Recipes to Prevent Collisions
📝 Originally published (in Japanese) at forge.workstyle.tech . In a previous article , we introduced an environment for parallel execution of coding…
How We Keep a Trunk-Based Pipeline From Being Reckless
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…
А кто-нибудь знает как и почему это работает?
Инфраструктура может работать годами, хотя никто уже толком не понимает, как именно она устроена и от чего зависит. Разбираемся, что такое «топологи…
How I Automated a 3-Tier Application CI/CD Pipeline with Docker, Azure & GitHub Actions
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…
DevOps Lab: CI/CD Deployment to AWS ECS
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…
Российский аналог GitHub в 2026: сравнение GitFlic, GitHub, GitLab и Bitbucket
GitHub — крупнейший публичный хостинг кода в мире: более 100 миллионов разработчиков, 630 миллионов репозиториев. С 2018 года принадлежит Microsoft.…
Catch MCP Tool-Poisoning and Prompt-Injection Regressions on Every PR (GitHub Actions + pre-commit)
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…
Iskor Devlog #1 - Learning a Little Bit of Everything
Introduction Frontend Studied the common signs of a vibecoded website and avoided it. Backend Used Spring Boot and learned SOLID principles. Authent…
3 Tier Application On EKS
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 Production Readiness into a Flask ERP Project
Building ERP_cloud , a Flask-based ERP platform, has taught me that production readiness goes far beyond getting the application working. Recently,…
CI Is Green. What Could Still Go Wrong?
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…
What Metrics Indicate Pipeline Security Health?
CI/CD pipelines are increasingly responsible for building software, provisioning infrastructure, publishing artifacts, and deploying production work…
Daily Dose of DevOps — GitHub Actions basics for DevOps
GitHub Actions Basics for DevOps Introduction GitHub Actions is a powerful automation platform integrated directly into GitHub repositories. It allo…
# From Silent Failure to a Definitive Fix: Debugging an Existing AI Application
Clear the Lineup Submission The Bug AI applications can fail silently — producing wrong outputs, degraded performance, or unexpected behaviors witho…
Ответ 200, а денег нет. Что не покажут ни Postman, ни нейросеть
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Why I left Warehouse out of our Fabric deployment scope
title: Why I left Warehouse out of our Fabric deployment scope published: true tags: microsoftfabric, datawarehouse, cicd, devops Our Fabric deploym…
NuGet Restore Failing with 'Unable to find version' Package? Check Your NuGetToolInstaller Version!
The Problem In one of our Azure DevOps pipelines, nuget restore suddenly started failing with an error stating, in essence, that the requested packa…
CI/CD Pipelines That Actually Work: Lessons from The Matrix
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…
CI — это не Jenkins. Зачем, как, чем — и цена отказа
Пайплайн у вас есть. Он есть у всех: CI перестал быть предметом споров примерно тогда же, когда Docker перестал быть новостью. Именно поэтому разгов…
A Bad Prompt Will Waste Your Free Model Calls. Lint the Contract First.
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…
From Manual Clicking to Infrastructure as Code: My Terraform & CloudFormation Journey — Like Leveling Up in Zelda
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…
Introducing Vulnfy: A Lightweight, Multi-Ecosystem Vulnerability Scanner for Your CI/CD Pipeline
Hey DEV community!👋 As developers, we all know how crucial dependency and container security is. But let's be honest - sometimes heavy enterprise se…
Daily Dose of DevOps — What is CI/CD and why it matters
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…
Code Review From the Terminal and CI, No MCP Client Required
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…