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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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Infrastructure as code: mistakes I made so you don't have to

Infrastructure as code: mistakes I made so you don't have to

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4 min read
How I built an AI agent that runs your dependency upgrades in a K8s sandbox and scores confidence per package

How I built an AI agent that runs your dependency upgrades in a K8s sandbox and scores confidence per package

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4 min read
Advanced GitHub Actions: Matrix Builds, Reusable Workflows, and Self-Hosted Runners

Advanced GitHub Actions: Matrix Builds, Reusable Workflows, and Self-Hosted Runners

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7 min read
Building a Status Page From Scratch vs Using a Service: A Cost Analysis

Building a Status Page From Scratch vs Using a Service: A Cost Analysis

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4 min read
How a Custom Docker Image Made My AWS Amplify Builds 10–20% Faster (and Killed Flaky Build Failures)

How a Custom Docker Image Made My AWS Amplify Builds 10–20% Faster (and Killed Flaky Build Failures)

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10 min read
MCP at Scale: Access Control, Cost Governance, and 92% Lower Token Costs

MCP at Scale: Access Control, Cost Governance, and 92% Lower Token Costs

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5 min read
I run 7,000 servers at work. My homelab taught me more about reliability than any of them.

I run 7,000 servers at work. My homelab taught me more about reliability than any of them.

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5 min read
Hybrid Cloud, Microservices, and Serverless: A Practical DevOps Guide

Hybrid Cloud, Microservices, and Serverless: A Practical DevOps Guide

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5 min read
How to Choose an AI Gateway in 2026: The Checklist Engineers Actually Need

How to Choose an AI Gateway in 2026: The Checklist Engineers Actually Need

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10 min read
Why I prefer docker + make

Why I prefer docker + make

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5 min read
Docker build cache: the .dockerignore gotcha

Docker build cache: the .dockerignore gotcha

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1 min read
Git interactive rebase: clean up your commit history

Git interactive rebase: clean up your commit history

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2 min read
kubectl JSONPath: extract exactly what you need

kubectl JSONPath: extract exactly what you need

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4 min read
Setting Up SSH Keys and Hardening SSH Access

Setting Up SSH Keys and Hardening SSH Access

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6 min read
Lessons from three months of vibe coding (and a complexity score of 58)

Lessons from three months of vibe coding (and a complexity score of 58)

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14 min read
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