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📰 Medium · DevOps

955 articles · Updated every 3 hours · View all reads

All Articles 90,129Blog Posts 108,824Tech Tutorials 22,436Research Papers 19,214News 14,758 ⚡ AI Lessons
Automating Kubernetes env changes using Reloader and External Secrets Operator
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 7h ago
Automating Kubernetes env changes using Reloader and External Secrets Operator
This will be a simple guide to restarting containers using reloader and external secrets operator. Continue reading on Medium »
From Localhost to the Internet: Building and Deploying a Dockerized Portfolio with a Custom Domain…
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 10h ago
From Localhost to the Internet: Building and Deploying a Dockerized Portfolio with a Custom Domain…
Introduction Continue reading on Medium »
Architecting Resilient MLOps Pipelines: A Multi-AZ Deployment Strategy on AWS using Kubernetes…
Medium · DevOps 🏭 MLOps & LLMOps ⚡ AI Lesson 16h ago
Architecting Resilient MLOps Pipelines: A Multi-AZ Deployment Strategy on AWS using Kubernetes…
Project Architecture (AWS Infrastructure Overview) Continue reading on Medium »
Tools Give Models Hands
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 18h ago
Tools Give Models Hands
A missing state file let one instruction destroy live infrastructure. Score the tool, not the model. · Architecting the AI Coworker · 9/22 Continue reading on M
The CVE That Was Already in Your Production — You Just Don’t Know It Yet
Medium · DevOps 🔐 Cybersecurity ⚡ AI Lesson 23h ago
The CVE That Was Already in Your Production — You Just Don’t Know It Yet
A field guide to eliminating copy-paste sprawl across .NET, Go, and Python microservices using JFrog Artifactory — before a silent… Continue reading on Stackade
How We Automated SQL Alert Creation for 1000+ Databricks Tables
Medium · DevOps 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 23h ago
How We Automated SQL Alert Creation for 1000+ Databricks Tables
3–5 sets (or more) of SQL alert queries are needed to write for each Databricks table we are managing, and we have 1000+ tables in our… Continue reading on Medi
AWS WAF vs AWS Shield: Understanding the Difference
Medium · DevOps ⚡ AI Lesson 23h ago
AWS WAF vs AWS Shield: Understanding the Difference
As organizations move applications to the cloud, security becomes a top priority. Two popular AWS security services are AWS WAF and AWS… Continue reading on Med
Prometheus + Grafana: Set Up Complete Observability in 45 Minutes
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 23h ago
Prometheus + Grafana: Set Up Complete Observability in 45 Minutes
Flying blind in production is not a strategy. Here’s how to actually see what’s happening inside your systems. Continue reading on Stackademic »
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
DevSecOps Practices in 2026: Securing CI/CD Pipelines with Automation
 Introduction: Why DevSecOps Matters More Than Ever Continue reading on Medium »
The Security Question I Ask Before Trusting Any Linux Server
Medium · DevOps ⚡ AI Lesson 1d ago
The Security Question I Ask Before Trusting Any Linux Server
Trust is a dangerous word in security. Continue reading on NextGenThreat | Breach Stories & Linux Defense »
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Fortifying Godrick: Hardening a Proxmox Hypervisor (and Surviving the Process)
Field Notes: An IT Chronicle documents my homelab build on repurposed hardware, covering the technical decisions, tradeoffs, and industry… Continue reading on M
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Not Every Apply Means a Restart: The Kubernetes Behavior That Trips Up Even Senior Devs
It was a quiet Tuesday afternoon, the kind where you’re deep in the “zone,” tweaking manifest files and running a routine `kubectl apply… Continue reading on Me
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
The Thing That Watches So You Don’t Have To
I didn’t understand monitoring for an embarrassingly long time. Continue reading on Medium »
How I Built an AI-Powered Cloud Cost Detective That Finds Hidden Savings Across Azure, AWS, and GCP
Medium · DevOps ⚡ AI Lesson 1d ago
How I Built an AI-Powered Cloud Cost Detective That Finds Hidden Savings Across Azure, AWS, and GCP
Cloud costs have become one of the biggest operational challenges for modern engineering teams. Continue reading on Medium »
How We Fixed Kafka Log Cleaner Corruption After a Failover/Restarts — A Step-by-Step Guide
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
How We Fixed Kafka Log Cleaner Corruption After a Failover/Restarts — A Step-by-Step Guide
After a failover/restarts, our Kafka log cleaner silently stalled on __consumer_offsets, disk kept growing, and we had no alerts. Here's… Continue reading on Me
Kubernetes Storage Explained: Persistent Volumes (PV), Persistent Volume Claims (PVC), and…
Medium · DevOps ⚡ AI Lesson 1d ago
Kubernetes Storage Explained: Persistent Volumes (PV), Persistent Volume Claims (PVC), and…
In a cloud-native environment, we know Kubernetes is mainly used for the container orchestration process, managing multiple containers… Continue reading on Medi
Dual-Path Rust Deployments: Git vs Direct Hotfix
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Dual-Path Rust Deployments: Git vs Direct Hotfix
A detailed guide comparing Git-based automation and manual direct binary hotfixes for deploying Rust web applications on a self-hosted… Continue reading on T3CH
Terraform Drift Remediation With Claude and GitLab
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Terraform Drift Remediation With Claude and GitLab
In this post, we’ll see how we can build a Terraform Drift remediation workflow using Claude and GitLab. Terraform will be our source of… Continue reading on Me
Run Your Own Chatwoot and Make It Public in Minutes
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 1d ago
Run Your Own Chatwoot and Make It Public in Minutes
Commercial helpdesk tools can eat up a startup’s runway quickly. Two agents on Intercom start at $74 per month, and that number jumps… Continue reading on Mediu
AI in the SDLC: What Engineering Leaders Get Wrong
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
AI in the SDLC: What Engineering Leaders Get Wrong
AI is already in your software development lifecycle (SDLC), increasing throughput, and you can probably already see it in the data — more… Continue reading on