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

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Why vLLM autoscaling on Kubernetes breaks (and what to use instead)

Why vLLM autoscaling on Kubernetes breaks (and what to use instead)

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2 min read
Stop sending every alert to Slack. The 4-channel routing matrix I built after 18 months of being paged at the wrong time.

Stop sending every alert to Slack. The 4-channel routing matrix I built after 18 months of being paged at the wrong time.

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9 min read
Quick Win Card #03 — Your sub-agent never read your MEMORY.md (the 5-line brief header that fixes it)

Quick Win Card #03 — Your sub-agent never read your MEMORY.md (the 5-line brief header that fixes it)

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4 min read
A Field Guide to AWS CI/CD: CodeBuild, CodeDeploy, and CodePipeline End to End

A Field Guide to AWS CI/CD: CodeBuild, CodeDeploy, and CodePipeline End to End

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27 min read
From Template to Cloud: Hosting a Free Static Website on Azure Blob Storage Step-by-Step

From Template to Cloud: Hosting a Free Static Website on Azure Blob Storage Step-by-Step

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6 min read
Detecting API anomalies behind a 200 OK — with statistics, not AI

Detecting API anomalies behind a 200 OK — with statistics, not AI

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3 min read
Your Sidekiq job ran. It processed nothing. Nobody knew.

Your Sidekiq job ran. It processed nothing. Nobody knew.

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4 min read
Building a devcontainer for Topaz: workspace mounts, DNS wildcards, and why /etc/resolv.conf always wins

Building a devcontainer for Topaz: workspace mounts, DNS wildcards, and why /etc/resolv.conf always wins

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11 min read
The Hidden Cost of Flaky Tests

The Hidden Cost of Flaky Tests

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1 min read
Building an Intelligent CI/CD Pipeline Generator in Python

Building an Intelligent CI/CD Pipeline Generator in Python

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5 min read
Server health monitoring in pure bash - CPU, memory, disk, and process alerts with no dependencies

Server health monitoring in pure bash - CPU, memory, disk, and process alerts with no dependencies

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4 min read
Why Applications Work Locally But Fail in Production

Why Applications Work Locally But Fail in Production

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4 min read
How I Assess Engineering Health in My First Week at a New Org

How I Assess Engineering Health in My First Week at a New Org

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10 min read
Terraform vs Ansible: Which Should a SysAdmin Learn First?

Terraform vs Ansible: Which Should a SysAdmin Learn First?

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3 min read
A Clean-Room Kubernetes CrashLoopBackOff Incident Exercise for SRE/DevOps Learners

A Clean-Room Kubernetes CrashLoopBackOff Incident Exercise for SRE/DevOps Learners

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4 min read
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