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Smarter Canary Rollbacks with GitOps, OPA, and ML: Building a CI/CD System That Protects Itself
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 8h ago
Smarter Canary Rollbacks with GitOps, OPA, and ML: Building a CI/CD System That Protects Itself
How I built a self-protecting deployment system using Isolation Forest, Linear Regression, OPA, and GitOps — and This is not just a CI/CD… Continue reading on M
Why Your Fast Query Suddenly Got Slow: Storage & Retrieval Made Simple
Medium · DevOps 🏗️ Systems Design & Architecture ⚡ AI Lesson 8h ago
Why Your Fast Query Suddenly Got Slow: Storage & Retrieval Made Simple
Your app feels fast. Then one day a tiny feature lands, traffic rises, and one endpoint goes from 90ms to 1.4s. Continue reading on Medium »
DevOps and CI/CD Pipelines: A Full Stack Developer’s Honest Take on Shipping Code That Doesn’t…
Medium · DevOps ⚡ AI Lesson 10h ago
DevOps and CI/CD Pipelines: A Full Stack Developer’s Honest Take on Shipping Code That Doesn’t…
By Juraij V U — Full Stack Developer | React.js · Node.js · Django · Python Continue reading on Medium »
Terraform State Management at Scale: Strategies for Enterprise Environments
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 12h ago
Terraform State Management at Scale: Strategies for Enterprise Environments
Terraform is one of the most popular tools for Infrastructure as Code (IaC). It helps teams define and manage cloud resources using code… Continue reading on Me
The Fine Line Between Isolation and Performance: Insights from a Kernel Veteran
Medium · DevOps 🏗️ Systems Design & Architecture ⚡ AI Lesson 14h ago
The Fine Line Between Isolation and Performance: Insights from a Kernel Veteran
Introduction: Beyond Simple Metrics Continue reading on Medium »
You Can’t Pause an AI Workflow. You Can Only Stop at the Right Boundary.
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
You Can’t Pause an AI Workflow. You Can Only Stop at the Right Boundary.
“Pause the workflow before it sends anything.” Continue reading on Medium »
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 16h ago
How I Migrated My Entire AWS Infrastructure to Terraform (And You Should Too)
You have a production AWS environment that works. EC2 instances running, security groups configured, secrets stored, S3 buckets serving… Continue reading on Med
The "Technical Deep-Dive" (Best for LinkedIn)
​Goal: Showcases professional leadership…
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
The "Technical Deep-Dive" (Best for LinkedIn) ​Goal: Showcases professional leadership…
Continue reading on Medium »
Load Testing AWS Amplify APIs with k6 — From Smoke to Stress
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 21h ago
Load Testing AWS Amplify APIs with k6 — From Smoke to Stress
Amplify and Performance Testing Continue reading on Medium »
We Have Languages in Common, But We Don’t Have a Common Language
Medium · DevOps ⚡ AI Lesson 22h ago
We Have Languages in Common, But We Don’t Have a Common Language
Stop me if you’ve experienced this one before. You are in a planning meeting, or a post-mortem, or a Slack thread that has gone on too… Continue reading on Medi
Beyond CI/CD: Using GitHub Actions as a Full DevOps Engine
Medium · DevOps ⚡ AI Lesson 22h ago
Beyond CI/CD: Using GitHub Actions as a Full DevOps Engine
From simple pipelines to a fully automated DevOps backbone Continue reading on Medium »
How I Reduced Flutter Build Time by 40% Without Changing App Code
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
How I Reduced Flutter Build Time by 40% Without Changing App Code
No architectural rewrites. No faster hardware. Just toolchain configuration — and we cut cold build time by 51%, incremental builds by 61%. Continue reading on
Linux — Process Data Structure, Two
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Linux — Process Data Structure, Two
When a running process needs to perform an I/O operation, it must wait for the I/O to complete. At this point, it releases the CPU and… Continue reading on Medi
Kubernetes API Server Connection Refused — Causes and Fix
Medium · DevOps ⚡ AI Lesson 1d ago
Kubernetes API Server Connection Refused — Causes and Fix
In Kubernetes, the API Server is the brain of the cluster. Continue reading on Medium »
Building a DevSecOps Pipeline the Practical Way
Medium · DevOps ⚡ AI Lesson 1d ago
Building a DevSecOps Pipeline the Practical Way
One of the most common mistakes when learning DevSecOps is treating it like a checklist of tools. Continue reading on Medium »
Implementando uma Pipeline de CD para Kubernetes com GitHub Actions
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Implementando uma Pipeline de CD para Kubernetes com GitHub Actions
Na era do DevOps, a automação de Continuous Deployment (CD) é essencial para garantir a entrega ágil e segura de aplicações em ambientes… Continue reading on Me
Day 7/10 Terraform - Count, for_each, Dynamic Blocks
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Day 7/10 Terraform - Count, for_each, Dynamic Blocks
A DevOps Engineer’s Guide to Understanding Terraform. Continue reading on Medium »
Self-Hosting vs Cloud Hosting n8n: What No One Tells You
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Self-Hosting vs Cloud Hosting n8n: What No One Tells You
Automation tools are becoming a core part of modern software systems. From connecting APIs to building intelligent workflows, automation… Continue reading on Me
Your Readiness Probe Is Probably Lying.
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Your Readiness Probe Is Probably Lying.
Kubernetes readiness probes are supposed to answer one simple question: Continue reading on Medium »
#42 – Day in the Life of a DevOps Engineer Handling a Production Incident
Medium · DevOps ⚡ AI Lesson 1d ago
#42 – Day in the Life of a DevOps Engineer Handling a Production Incident
YouTube link ‘Subscribe’  — https://www.youtube.com/@gudshuis Continue reading on Medium »