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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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Why Do Big Websites Use Cloudflare?

Why Do Big Websites Use Cloudflare?

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3 min read
# ECS vs Kubernetes

# ECS vs Kubernetes

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3 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
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
Python Project Structure & Imports: Circular Dependencies & sys.path (2026)

Python Project Structure & Imports: Circular Dependencies & sys.path (2026)

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5 min read
IPv6 Is "The Future of the Internet" — So Why Did It Break My Streaming App in 2025?

IPv6 Is "The Future of the Internet" — So Why Did It Break My Streaming App in 2025?

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7 min read
Building Production-Grade Observability: OpenTelemetry + Grafana Stack

Building Production-Grade Observability: OpenTelemetry + Grafana Stack

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7 min read
# 🚀 From “Why is nothing working?” to “Now I Understand Everything” — My Docker Compose + MongoDB + Volume Learning Journey

# 🚀 From “Why is nothing working?” to “Now I Understand Everything” — My Docker Compose + MongoDB + Volume Learning Journey

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3 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
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
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
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
Setting Up SSH Keys and Hardening SSH Access

Setting Up SSH Keys and Hardening SSH Access

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6 min read
Every compliance audit follows the same pattern:

Every compliance audit follows the same pattern:

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3 min read
Tool-Chain Automation: Using Ansible to Deploy Terraform and Web Content

Tool-Chain Automation: Using Ansible to Deploy Terraform and Web Content

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1 min read
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