SPSourabh Pandeinsaurabh532.hashnode.dev·1d ago · 5 min readBeginners' 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 00
BKBeautero KENNEinbopsbeautero.hashnode.dev·6d ago · 3 min readHow to Orchestrate Conflict-Free Dual Automatic Deployment with Vercel and GitHub Pages using GitHub ActionsHere 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 environment00
IGIgor Ganapolskyinai-agent-blog-12345.hashnode.dev·Jun 1 · 4 min readYou 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, im00
AKAnusha Kothaindevopslearnershub.hashnode.dev·May 31 · 7 min readMastering Artifact Management, Build Binaries, and Storage Repositories1. 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 packag00
SYsanjay yadavindevopsbysanjay.hashnode.dev·May 15 · 3 min readDocker Image Re-Tagging in AWS ECR Gets Inefficient Faster Than Most Teams ExpectIntroduction 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 l00
PSPrasad Suman Mohan inprasadsuman.hashnode.dev·Apr 12 · 3 min readDay 14 - Kserve Implementation for Intent Classifier ModelIntroduction 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— wi00
VVVarun Vardeinvarunvarde.hashnode.dev·Apr 9 · 4 min readDesigning Multi-Tenant CI/CD Pipelines with ArgoCD and VaultWhen a client required a CI/CD platform capable of serving 40 product teams from a single control plane with strict tenant isolation, hardened secrets management, and a zero-trust posture the conventi10
JRJothimani Radhakrishnaninrunbook.opsinsights.dev·Feb 20 · 6 min readCI/CD for Databricks Pipelines with Databricks Asset Bundles (DAB) and Azure DevOpsIntroduction If you've spent any time managing data pipelines in the real world, you know the pain of deploying changes manually — copy-pasting notebooks, praying nothing breaks in prod, and maintaini00
KTKalyan Tamarapalliinktamarapalli.hashnode.dev·Feb 14 · 4 min readThe Forensic Black Box: Why Logs That Can Be Deleted Are Security TheaterDesigning Immutable Audit Trails for CI/CD in Hostile Environments Introduction: The Illusion of Observability Most security teams believe they have “logs.” In reality, most organizations have rumors of past events stored in databases that attackers...00
SMSubhanshu Mohan Guptainblogs.subhanshumg.com·Feb 8 · 14 min readHow Attackers Bypass Your “Compliant” CI/CD Pipeline (And How to Redesign It)Modern CI/CD pipelines are often treated as untouchable “trusted builds” – locked down by code review and best practices but that trust is a myth. A pipeline is a prime attack surface, containing ever00