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Ccrimsondhakshelgafinn.hashnode.devSep 2 · 6 min read

Pinning GitHub Actions to a SHA is not protection

In March 2025 an attacker compromised tj-actions/changed-files and rewrote its release tags to point at malicious code. The injected code dumped runner memory into workflow logs, which on a public rep

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DDevStackHubdevstackhub-tech.hashnode.devAug 30 · 3 min read

GitHub Actions CI/CD: 5 Proven Strategies for Fast Production Workflows

Originally published at DevStackHub — Read the complete deep dive with advanced matrix builds and multi-cloud deployment examples. Slow continuous integration pipelines bottleneck developer velocity,

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APAmaresh Pelletidevtoolhub.hashnode.devAug 27 · 1 min read

GitHub Actions Self-Hosted Runners: Fix Before Sept 25

Originally published on DevToolHub. GitHub has enforced the 2.329.0 minimum for data-residency orgs since July 31, and brownouts for everyone else on github.com are running now ahead of September 25.

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SPSourabh Pandesaurabh532.hashnode.devJun 22 · 5 min read

Beginners' Guide to CI/CD: How Automation Saved My Weekends

Introduction Picture this: It's 6:00 PM on a Friday. You've just finished coding a highly anticipated feature for your app. You manually run the tests on your machine—everything passes. You carefully

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BKBeautero KENNEbopsbeautero.hashnode.devJun 17 · 3 min read

How to Orchestrate Conflict-Free Dual Automatic Deployment with Vercel and GitHub Pages using GitHub Actions

Here is how you can set up a modern CI/CD (Continuous Integration / Continuous Deployment) pipeline capable of automatically deploying a frontend web application to two distinct production environment

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SUshafiu usmansumyelwa.hashnode.devJun 4 · 4 min read

Building a Production-Ready Django Deployment Pipeline with Docker and GitHub Actions

Introduction Part 1 of the AfiyaVest DevOps Deployment Series Deploying a Django application to production is much more than running docker compose up. A production deployment should be reliable, repe

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IGIgor Ganapolskyai-agent-blog-12345.hashnode.devJun 1 · 4 min read

You automated away the human approval step in CI/CD. You didn't replace what it was doing.

It's 3am and your pipeline just approved a deployment The autonomous overnight loop is no longer a thought experiment. It's documented, productized, and in production: The loop pattern — pick task, im

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AKAnusha Kothadevopslearnershub.hashnode.devMay 31 · 7 min read

Mastering Artifact Management, Build Binaries, and Storage Repositories

1. Introduction In our previous guide, we took a massive leap forward by building our very first automated CI/CD simulation script. We watched our pipeline run tests, check security health, and packag

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SYsanjay yadavdevopsbysanjay.hashnode.devMay 15 · 3 min read

Docker Image Re-Tagging in AWS ECR Gets Inefficient Faster Than Most Teams Expect

Introduction Docker CLI is the standard tool for container image management, but it has one major limitation when it comes to re-tagging images in remote registries. It requires you to pull an image l

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PSPrasad Suman Mohan prasadsuman.hashnode.devApr 12 · 3 min read

Day 14 - Kserve Implementation for Intent Classifier Model

Introduction Deploying ML models into production is where real challenges begin. In this guide, we’ll walk through a complete end-to-end deployment of an Intent Classification model using KServe— wi

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#cicd-cjy1vtdk2005kjjs17n8couc3

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Trending tags this week

Pinning GitHub Actions to a SHA is not protection

GitHub Actions CI/CD: 5 Proven Strategies for Fast Production Workflows

GitHub Actions Self-Hosted Runners: Fix Before Sept 25

Beginners' Guide to CI/CD: How Automation Saved My Weekends

How to Orchestrate Conflict-Free Dual Automatic Deployment with Vercel and GitHub Pages using GitHub Actions

Building a Production-Ready Django Deployment Pipeline with Docker and GitHub Actions

You automated away the human approval step in CI/CD. You didn't replace what it was doing.

Mastering Artifact Management, Build Binaries, and Storage Repositories

Docker Image Re-Tagging in AWS ECR Gets Inefficient Faster Than Most Teams Expect

Day 14 - Kserve Implementation for Intent Classifier Model