# 🚀 I Built a Jenkins CI/CD Pipeline From Scratch — Here's Every Bug I Hit (and How I Fixed Them)
A learning-in-public story about Flask, Jenkins, AWS EC2, systemd, and finally shipping a live demo on Vercel. 🎯 TL;DR I built PyPulse, a tiny Flask…
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Choosing a Testing Orchestration Tool: A Loyalty-Discount Module Tested Across GitHub Actions, GitLab CI/CD, Jenkins, and CircleCI
Abstract Picking a CI tool is often treated as a branding decision, when it should be an engineering one. This article compares GitHub Actions , Git…
What is CI/CD? Automate Your Way to Faster Deployments
By Sailee Shingare | M.S. in Computer Science, Northern Illinois University (NIU) You’ve written your code. You’ve tested it. Now you need to get it…
Jenkins as a Code, or how I stopped clicking around in the UI
I've been running Jenkins in one form or another for years now. Different companies, different sizes of teams, but somehow the same story keeps repe…