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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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Kubernetes Operators: Building Custom Controllers

Kubernetes Operators: Building Custom Controllers

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2 min read
How Companies Actually Get Tiered Token Pricing (and Why You Probably Can't Yet)

How Companies Actually Get Tiered Token Pricing (and Why You Probably Can't Yet)

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3 min read
Deploying Emby Personal Media Streaming on Ubuntu 24.04

Deploying Emby Personal Media Streaming on Ubuntu 24.04

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2 min read
38 Domains, One Session. What the DNS Migration Tools Didn't Show Me.

38 Domains, One Session. What the DNS Migration Tools Didn't Show Me.

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6 min read
Passing CGOA and CAPA: My Study Notes and Exam Experience

Passing CGOA and CAPA: My Study Notes and Exam Experience

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4 min read
Building a Multi-Container Flask, PostgreSQL, and NGINX Stack Using Docker Compose — Including Every Failure Encountered.

Building a Multi-Container Flask, PostgreSQL, and NGINX Stack Using Docker Compose — Including Every Failure Encountered.

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1 min read
How to Set Up a Node.js Server from Scratch (2026)

How to Set Up a Node.js Server from Scratch (2026)

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4 min read
The EOL Risk Score: Why CISOs and DevOps Teams Are Measuring Software Risk Wrong

The EOL Risk Score: Why CISOs and DevOps Teams Are Measuring Software Risk Wrong

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5 min read
What Broke After 10M WebSocket Events (And How We Fixed Our Realtime AI Orchestration)

What Broke After 10M WebSocket Events (And How We Fixed Our Realtime AI Orchestration)

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5 min read
I priced out self-hosted AI agents on a mini PC and realized I was about to spend my weekend, not save money

I priced out self-hosted AI agents on a mini PC and realized I was about to spend my weekend, not save money

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6 min read
So I built **[Auto Everything Flow](https://www.autoeverythingflow.com/ )**, a Chrome extension that helps automate those repetitive parts.

So I built **[Auto Everything Flow](https://www.autoeverythingflow.com/ )**, a Chrome extension that helps automate those repetitive parts.

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1 min read
Blue/Green vs. Rolling Deploy: Risk and Cost Analysis

Blue/Green vs. Rolling Deploy: Risk and Cost Analysis

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7 min read
We're Defining a New Category: Agent Runtime Operations

We're Defining a New Category: Agent Runtime Operations

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4 min read
The Skill Writes Itself: Building Complex Claude Skills From Real Work

The Skill Writes Itself: Building Complex Claude Skills From Real Work

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3 min read
Why Are We Running GPUs for a PASS Decision?

Why Are We Running GPUs for a PASS Decision?

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3 min read
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