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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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Automation Testing in Real Projects: What Actually Works (and What Doesn’t)

Automation Testing in Real Projects: What Actually Works (and What Doesn’t)

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2 min read
🚀 How I Built & Deployed a Real DevOps Project from Scratch (AWS GitHub Netlify)

🚀 How I Built & Deployed a Real DevOps Project from Scratch (AWS GitHub Netlify)

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3 min read
Serverless vs Containers in 2026: What Should Developers Choose Today?

Serverless vs Containers in 2026: What Should Developers Choose Today?

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4 min read
TaskVault: Stop Wasting Compute on Work You've Already Done

TaskVault: Stop Wasting Compute on Work You've Already Done

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5 min read
Stop "Hope-Based" Security: Why Your CI/CD Needs a Deterministic Gate

Stop "Hope-Based" Security: Why Your CI/CD Needs a Deterministic Gate

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2 min read
đź“§ Exchange Evasion: C2 Over MAPI

đź“§ Exchange Evasion: C2 Over MAPI

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6 min read
The Hidden Cost of Slow Code Reviews: Data from 8 Million PRs

The Hidden Cost of Slow Code Reviews: Data from 8 Million PRs

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9 min read
Solved: Moved from laptop Terraform to full CI/CD with testing and drift detection

Solved: Moved from laptop Terraform to full CI/CD with testing and drift detection

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6 min read
The Project Cookbook

The Project Cookbook

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6 min read
Kubernetes Resource Quota Management: Optimize Resources

Kubernetes Resource Quota Management: Optimize Resources

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5 min read
Building Reusable React Components with Editable Prop Schemas for Visual Page Builders

Building Reusable React Components with Editable Prop Schemas for Visual Page Builders

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10 min read
How I Built Multi-Tenant SaaS on AWS (So You Don't Have To)

How I Built Multi-Tenant SaaS on AWS (So You Don't Have To)

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3 min read
what is inside Jenkins

what is inside Jenkins

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10 min read
Chapter 2: Infrastructure as Code

Chapter 2: Infrastructure as Code

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8 min read
Why Your AI Agent Shouldn't Know Your API Keys (And What to Do Instead)

Why Your AI Agent Shouldn't Know Your API Keys (And What to Do Instead)

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3 min read
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