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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 I Cut My Cloud SQL Bill by 70% After Discovering 0.8% CPU Utilization

How I Cut My Cloud SQL Bill by 70% After Discovering 0.8% CPU Utilization

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6 min read
Pretext vs Traditional Layout in 2026: Rethinking how we handle Text Layout

Pretext vs Traditional Layout in 2026: Rethinking how we handle Text Layout

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2 min read
Stop Shipping Blob Tokens: OIDC Is the Cleaner Deploy Secret

Stop Shipping Blob Tokens: OIDC Is the Cleaner Deploy Secret

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3 min read
DevOps Lab Update — Docker Deployment on Ubuntu

DevOps Lab Update — Docker Deployment on Ubuntu

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1 min read
Amazon RDS Demystified: Why Amazon RDS is Still a Game-Changer?

Amazon RDS Demystified: Why Amazon RDS is Still a Game-Changer?

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2 min read
The Kubernetes Overkill: Why I Built a "K8s Killer" for Small Environments

The Kubernetes Overkill: Why I Built a "K8s Killer" for Small Environments

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2 min read
The Failure Your AI Agent Can Never See Published

The Failure Your AI Agent Can Never See Published

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4 min read
From Laptop to Cluster: Running darkedges-entraid-tokenexchange with Docker and Kubernetes

From Laptop to Cluster: Running darkedges-entraid-tokenexchange with Docker and Kubernetes

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4 min read
How I Built a DDoS Detection Engine for Nextcloud

How I Built a DDoS Detection Engine for Nextcloud

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4 min read
Building My First Self-Hosted Infrastructure Server on Linux

Building My First Self-Hosted Infrastructure Server on Linux

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6 min read
Building a DDoS Detection Tool

Building a DDoS Detection Tool

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9 min read
I let my AI agents be advisory-only. Here's the rules-first PR risk engine I shipped instead.

I let my AI agents be advisory-only. Here's the rules-first PR risk engine I shipped instead.

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7 min read
We Built a Pentesting Company Because We Were Tired of Watching Startups Get Burned

We Built a Pentesting Company Because We Were Tired of Watching Startups Get Burned

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4 min read
🚀 Building an AI Incident Copilot: How I Automated the First 15 Minutes of Every Production Incident

🚀 Building an AI Incident Copilot: How I Automated the First 15 Minutes of Every Production Incident

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2 min read
Easily benchmark all your app's endpoints at once

Easily benchmark all your app's endpoints at once

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5 min read
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