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📰 Medium · DevOps

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Snowflake CI/CD: separating platform change from data engineering change
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 11h ago
Snowflake CI/CD: separating platform change from data engineering change
The confusion teams commonly face with Snowflake CI/CD is trying to find one tool that governs everything. Continue reading on Medium »
DevOps Took 10 Years to Mature.
Medium · DevOps 🏭 MLOps & LLMOps ⚡ AI Lesson 11h ago
DevOps Took 10 Years to Mature.
MLOps is not DevOps with a machine learning flavour. It solves a different class of problems — and the organisations that treat it like… Continue reading on Med
My First Cloud Deployment Journey: From “Hello World” to a Secure Node.js Application on AWS
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 13h ago
My First Cloud Deployment Journey: From “Hello World” to a Secure Node.js Application on AWS
How I deployed my first Node.js application on AWS EC2, connected a custom domain, enabled HTTPS, automated deployment with GitHub Actions… Continue reading on
The Docker “Hop Limit” Trap: Why Your AWS Authentication Breaks After an SDK Upgrade
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 15h ago
The Docker “Hop Limit” Trap: Why Your AWS Authentication Breaks After an SDK Upgrade
What started as a routine SDK upgrade turned into several hours of debugging. Continue reading on Medium »
Project Bedrock: What Building a Production EKS Cluster Taught Me About Cloud Engineering (and…
Medium · DevOps ⚡ AI Lesson 15h ago
Project Bedrock: What Building a Production EKS Cluster Taught Me About Cloud Engineering (and…
How a capstone assignment turned into a crash course in Terraform, Kubernetes, and resilience; including the week my AWS account got… Continue reading on Medium
Praesto: A Kubernetes Operator for Node-Local ML Model Caching with CSI
Medium · DevOps 🏭 MLOps & LLMOps ⚡ AI Lesson 15h ago
Praesto: A Kubernetes Operator for Node-Local ML Model Caching with CSI
Running ML and LLM workloads on Kubernetes often starts with a surprisingly expensive step: getting the model onto the node. Continue reading on Medium »
From localhost:8501 to Production: How a Real LLM App Actually Ships
Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 15h ago
From localhost:8501 to Production: How a Real LLM App Actually Ships
A hands-on walkthrough of taking a Streamlit LLM demo from “it runs on my laptop” to a governed, multi-environment, CI/CD-driven product —… Continue reading on
AKS Authentication Simplified: Choosing the Right Entra ID Model Without Breaking Security
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 17h ago
AKS Authentication Simplified: Choosing the Right Entra ID Model Without Breaking Security
Each authentication mode solves a problem — but picking the wrong one creates new risks. Continue reading on Medium »
A Developer Perspective on AI Video Generation in 2026
Medium · DevOps 🛠️ AI Tools & Apps ⚡ AI Lesson 21h ago
A Developer Perspective on AI Video Generation in 2026
Beyond the hype, here is how to navigate the current state of generative AI video tools for production and API integration. Continue reading on Medium »
Two Employees Faced the Same Layoff. Why Did Only One Survive?
Medium · DevOps ⚡ AI Lesson 21h ago
Two Employees Faced the Same Layoff. Why Did Only One Survive?
Two Employees. One Layoff Announcement. Two Completely Different Outcomes. Continue reading on Medium »
The 10-Point Go-Live Checklist Every Team Should Finish Before Launching a New System
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 23h ago
The 10-Point Go-Live Checklist Every Team Should Finish Before Launching a New System
A practical guide to avoiding the last-minute surprises that turn launch day into incident day Continue reading on Medium »
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
5 Ways to Deploy Code (Without Making Your Users Mad)
Picture this: You just spent weeks building an awesome new feature. It’s fully tested and ready to go. But when you hit "Deploy", your… Continue reading on Medi
Build, Release, Promote: The 3-Step Deployment Workflow That Makes Friday Deploys Safe
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Build, Release, Promote: The 3-Step Deployment Workflow That Makes Friday Deploys Safe
Originally published on the Convox blog Continue reading on Medium »
git log is more powerful than you think
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
git log is more powerful than you think
Gitlogs and the lesser know flags that can make you a power git user. Continue reading on Stackademic »
Before You Launch a Single VM on Azure — Set Up Governance First
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Before You Launch a Single VM on Azure — Set Up Governance First
I used to think cloud was just about spinning up servers. My first Azure project changed that completely. Continue reading on Medium »
Advanced SRE Debugging: Fixing 500 Internal Server Errors at Scale
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Advanced SRE Debugging: Fixing 500 Internal Server Errors at Scale
Escape the copy-paste forum traps. Master correct Nginx syntax, systemd overrides, precise RAM mathematics, and kernel debugging on iRexta… Continue reading on
Reducing Docker Image Size by 90%: A Layering Strategy That Actually Works
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Reducing Docker Image Size by 90%: A Layering Strategy That Actually Works
Multi-stage builds, distroless images, and the --chown trick we almost missed. Continue reading on Medium »
Medium · DevOps ⚡ AI Lesson 2d ago
Building Web Applications with Flutter and Firebase:A Complete Guide to Firebase Hosting for…
Explore the seamless integration of Flutter with Firebase Hosting to launch your web apps with ease. This comprehensive guide walks you… Continue reading on Med
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2d ago
Issue #278 — Scale Azure IaC on OpenTofu and AVM, clone full ECS stacks, govern Terraform on…
This week is all about structure and scale: Pawel Oczadly compares four ways to organize Azure IaC with OpenTofu and Azure Verified… Continue reading on Medium
Supply Chain Attacks Bypassed Every Trust Signal We Built
Medium · DevOps 🔐 Cybersecurity ⚡ AI Lesson 2d ago
Supply Chain Attacks Bypassed Every Trust Signal We Built
When the May 2026 TanStack compromise produced validly-attested malicious packages, it exposed a gap between what provenance proves and… Continue reading on Med