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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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I spent 2 weeks building a free Python script to migrate IMAP email — here's what I learned

I spent 2 weeks building a free Python script to migrate IMAP email — here's what I learned

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5 min read
How I Built an Adaptive "Immune System" for Cloud Traffic

How I Built an Adaptive "Immune System" for Cloud Traffic

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3 min read
My 3-Machine AI Lab: How I Divide Work Between a Mac Mini, a Windows PC, and an Ubuntu Box

My 3-Machine AI Lab: How I Divide Work Between a Mac Mini, a Windows PC, and an Ubuntu Box

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7 min read
CI Failures Cost You Hours — The Real Problem Is Log Archaeology

CI Failures Cost You Hours — The Real Problem Is Log Archaeology

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2 min read
AWS CDK + Clef: Shift secrets policy and governance left

AWS CDK + Clef: Shift secrets policy and governance left

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8 min read
Adding Ingress with HAProxy

Adding Ingress with HAProxy

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1 min read
Multi-tenant observability on two servers: architecture tradeoffs and isolation challenges

Multi-tenant observability on two servers: architecture tradeoffs and isolation challenges

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5 min read
Open-Source Multi-Agent Orchestration: Lessons from AgentForge

Open-Source Multi-Agent Orchestration: Lessons from AgentForge

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2 min read
I built Farol — AI agent observability in one decorator (open source)

I built Farol — AI agent observability in one decorator (open source)

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2 min read
Adding zstd support to nginx

Adding zstd support to nginx

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1 min read
The Ingress NGINX Migration Just Got Easier: 119 Annotations, 3 Targets, Impact Ratings

The Ingress NGINX Migration Just Got Easier: 119 Annotations, 3 Targets, Impact Ratings

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9 min read
A Kubeconfig for GKE That Doesn't Need gcloud

A Kubeconfig for GKE That Doesn't Need gcloud

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5 min read
What Actually Happens When You Run kubectl run nginx

What Actually Happens When You Run kubectl run nginx

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13 min read
MCP in Production Reality vs the Spec

MCP in Production Reality vs the Spec

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3 min read
YAML to JSON (and Back): A Practical Guide for Developers

YAML to JSON (and Back): A Practical Guide for Developers

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4 min read
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