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📰 Medium · DevOps

4,843 articles · Updated every 3 hours · View all reads

All Articles 131,978Blog Posts 136,781Tech Tutorials 34,209Research Papers 25,925News 18,714 ⚡ AI Lessons
How We Built an Automated PR Guard to Block “AI Code Slop” in GitHub Actions
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 2h ago
How We Built an Automated PR Guard to Block “AI Code Slop” in GitHub Actions
Why LLM-generated code is slowing down senior engineers — and how a drop-in Gemini API workflow restores code quality on autopilot. Continue reading on Medium »
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R&D su un Database di Security 100% Statico: GitHub Actions, Hugo e Zero Backend
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2h ago
R&D su un Database di Security 100% Statico: GitHub Actions, Hugo e Zero Backend
Ogni volta che dobbiamo costruire una dashboard di monitoraggio o un aggregatore di dati, l’istinto architetturale predefinito ci porta… Continue reading on Med
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AI Agents in DevOps: Will SREs Be Replaced or Empowered?
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
AI Agents in DevOps: Will SREs Be Replaced or Empowered?
Artificial Intelligence is rapidly transforming the DevOps landscape. From automatically resolving incidents to generating Infrastructure… Continue reading on A
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I Let AI Write Every SQL Migration for a Year. One Rollback Nearly Took Down Production.
Medium · DevOps ⚡ AI Lesson 6h ago
I Let AI Write Every SQL Migration for a Year. One Rollback Nearly Took Down Production.
Writing migrations by hand is one of those tasks that’s simple in theory and easy to mess up in a way that only matters at the worst… Continue reading on Medium
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Day 13 of 100 Days of GenAI for DevOps Engineers: AWS Bedrock for DevOps Engineers
Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 6h ago
Day 13 of 100 Days of GenAI for DevOps Engineers: AWS Bedrock for DevOps Engineers
One of the biggest challenges in enterprise AI is integrating Large Language Models (LLMs) securely into existing infrastructure. Continue reading on Medium »
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One command enables direct-connect PCs to communicate across different subnets
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 8h ago
One command enables direct-connect PCs to communicate across different subnets
Network engineers, ops bros, and those driven crazy by VLANs – please hold up! Continue reading on Medium »
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Building Safer AI-Assisted Development Workflows with Git and Claude Code
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 9h ago
Building Safer AI-Assisted Development Workflows with Git and Claude Code
Over the past week in the DevOps Micro Internship with Agentic AI Cohort 3, my understanding of software development has expanded beyond… Continue reading on Me
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Medium · DevOps ⚡ AI Lesson 9h ago
Breaking Into DevOps: Demystifying Networking, DNS, and Application Architecture (Week 0)
Every DevOps journey begins with a foundational question: What actually happens under the hood when a user visits a web application? Continue reading on Medium
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Practical Ways Small Businesses Can Use AI to Automate Work and Improve Efficiency
Medium · DevOps 🛠️ AI Tools & Apps ⚡ AI Lesson 12h ago
Practical Ways Small Businesses Can Use AI to Automate Work and Improve Efficiency
Practical Ways Small Businesses Can Use AI to Save Time and Work Smarter Continue reading on Medium »
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DevOps Automation Examples That Saved Time, Money, and Production Headaches
Medium · DevOps ⚡ AI Lesson 15h ago
DevOps Automation Examples That Saved Time, Money, and Production Headaches
Real production stories showing how engineers eliminated recurring problems. Continue reading on Medium »
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nvprobe Zero-Setup GPU Benchmarking: How I Automated HPL, MLPerf, and CUDA Audits
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 16h ago
nvprobe Zero-Setup GPU Benchmarking: How I Automated HPL, MLPerf, and CUDA Audits
Stop wasting hours compiling code. Meet nvprobe, an open-source CLI for NVIDIA GPUs. Continue reading on Medium »
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Medium · DevOps ⚡ AI Lesson 16h ago
Kubernetes NetworkPolicies: Firewalls for the Traffic Inside Your Cluster
If an attacker compromises one Pod (say, a public-facing web frontend), that flat network means they can now reach everything: your… Continue reading on Medium
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Lesson 4: Deployments — Managing Pods the Kubernetes Way
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 17h ago
Lesson 4: Deployments — Managing Pods the Kubernetes Way
Learning Objectives Continue reading on Medium »
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Kafka Architecture Explained: Producers, Brokers, Topics, Partitions & Consumers
Medium · DevOps ⚡ AI Lesson 18h ago
Kafka Architecture Explained: Producers, Brokers, Topics, Partitions & Consumers
A customer clicks Place Order. In that one click, five things need to happen: charge the card, reserve inventory, send a confirmation… Continue reading on Mediu
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Platform Engineering on Kubernetes: A 2026 Guide
Medium · DevOps ⚡ AI Lesson 18h ago
Platform Engineering on Kubernetes: A 2026 Guide
Platform engineering on Kubernetes, explained without the hype: what an Internal Developer Platform actually is, how it differs from… Continue reading on Code Y
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Stop Calling Real LLMs in CI: Record the Decisions, Replay the Rest
Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 1d ago
Stop Calling Real LLMs in CI: Record the Decisions, Replay the Rest
Your agent test suite is slow, expensive, and flaky for one reason: it rolls a live, non-deterministic model on every run. Continue reading on Medium »
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Building a Production-Grade Backup Automation & Disaster Recovery System
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Building a Production-Grade Backup Automation & Disaster Recovery System
One of the most overlooked parts of software engineering is preparing for the day something goes wrong. Continue reading on Medium »
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Ash, Team Rocket, and the Great Kubernetes Architecture Argument
Medium · DevOps ⚡ AI Lesson 1d ago
Ash, Team Rocket, and the Great Kubernetes Architecture Argument
There are some days in Ash’s journey where he fights a Gym Leader. Continue reading on Medium »
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Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
k3d for Local Kubernetes: How We Cut Cluster Startup From 3 Minutes to Under 10 Seconds
k3d for Local Kubernetes: How We Cut Cluster Startup From 3 Minutes to Under 10 Seconds Continue reading on Medium »
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Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Feature Flags with AWS AppConfig: The Principle of Decoupling Deploy from Release
The problem in context Continue reading on Medium »
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Why does Linux have different types of users?
Medium · DevOps ⚡ AI Lesson 2d ago
Why does Linux have different types of users?
Linux Users and Groups Explained :- Continue reading on Medium »
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Your Azure Network Topology Deserves a Code Review — Not a Portal Click-Through
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2d ago
Your Azure Network Topology Deserves a Code Review — Not a Portal Click-Through
Part 3 of a series on configuration-first cloud provisioning. Read Part 1: the overview → Part 2: AWS EC2 Continue reading on Medium »
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From a Sealed Box to Something That Hums: Laying the Foundation
Medium · DevOps ⚡ AI Lesson 2d ago
From a Sealed Box to Something That Hums: Laying the Foundation
*Part one of a series on building a home network the way a man builds anything worth keeping — slow, with his hands, and with a few burns… Continue reading on M
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How Can a Tiny .pem File Unlock a Million-Dollar Cloud Server?
Medium · DevOps ⚡ AI Lesson 2d ago
How Can a Tiny .pem File Unlock a Million-Dollar Cloud Server?
Everything cloud engineers need to know about securely connecting to Linux servers — from key generation to AWS EC2 authentication and… Continue reading on Medi
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