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# devops

Content centering around the shifting left of responsibility, deconstruction of responsibility silos, and the automation of repetitive work tasks.

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How AI Agents Verify Cross-Service Integrations: The 4-Step Verification Pattern

How AI Agents Verify Cross-Service Integrations: The 4-Step Verification Pattern

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7 min read
The Hidden Risk of Single-Vendor Multi-Agent AI: Monoculture

The Hidden Risk of Single-Vendor Multi-Agent AI: Monoculture

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5 min read
I Scanned 10 Popular GitHub Actions Workflows for Undocumented Environment Variables. Here's What I Found.

I Scanned 10 Popular GitHub Actions Workflows for Undocumented Environment Variables. Here's What I Found.

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6 min read
Understanding Unix File Permissions: A Practical Guide

Understanding Unix File Permissions: A Practical Guide

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14 min read
N8N for AI Automation: How I Built Multi-Agent Workflows That Actually Work

N8N for AI Automation: How I Built Multi-Agent Workflows That Actually Work

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4 min read
GDPR/DSGVO Cloud Security: What AWS, Azure & GCP Users Must Fix in 2026

GDPR/DSGVO Cloud Security: What AWS, Azure & GCP Users Must Fix in 2026

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3 min read
Building a Three-Tier Bookstore App on AWS from Scratch: Infrastructure, Deployment, and Every Debug Along the Way

Building a Three-Tier Bookstore App on AWS from Scratch: Infrastructure, Deployment, and Every Debug Along the Way

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6 min read
NIS2 Compliance Checklist for AWS, Azure & GCP: The Complete 2026 Guide

NIS2 Compliance Checklist for AWS, Azure & GCP: The Complete 2026 Guide

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4 min read
Piloting the Linux Ecosystem

Piloting the Linux Ecosystem

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4 min read
I Replaced My Entire CI Pipeline with an AI Agent — Here's What Happened

I Replaced My Entire CI Pipeline with an AI Agent — Here's What Happened

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2 min read
NVIDIA OpenShell and the Rise of Agent Sandboxes in Agentic DevOps

NVIDIA OpenShell and the Rise of Agent Sandboxes in Agentic DevOps

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6 min read
AI Won't Stop Itself From Being Stupid - That's YOUR Job

AI Won't Stop Itself From Being Stupid - That's YOUR Job

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8 min read
I Built a Complete GitHub Actions Security Toolkit in One Day

I Built a Complete GitHub Actions Security Toolkit in One Day

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2 min read
Kubernetes Explained: The Drama of Pods, Nodes, and the Scheduler Who Hates Everyone

Kubernetes Explained: The Drama of Pods, Nodes, and the Scheduler Who Hates Everyone

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9 min read
Stop Scrolling Through CI Logs: Aggregate All Your Test Results Into One PR Comment

Stop Scrolling Through CI Logs: Aggregate All Your Test Results Into One PR Comment

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2 min read
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