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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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DOCKER — A MUST KNOW TOOL FOR EVERY DEVELOPERs

DOCKER — A MUST KNOW TOOL FOR EVERY DEVELOPERs

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7 min read
Self-Hosting AI Agents vs Managed: Honest Trade-offs From the Trenches

Self-Hosting AI Agents vs Managed: Honest Trade-offs From the Trenches

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5 min read
I Shrunk My Docker Image From 1.58GB to 186MB. Then I Had to Explain What I Actually Broke.

Hidden trade-offs of Alpine Linux

I Shrunk My Docker Image From 1.58GB to 186MB. Then I Had to Explain What I Actually Broke.

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8 min read
Kubernetes for Beginners: Deploy Your First Application

Kubernetes for Beginners: Deploy Your First Application

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19 min read
How to Quickly Delete Multiple Jobs in Kubernetes

How to Quickly Delete Multiple Jobs in Kubernetes

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1 min read
How to Grant Temporary Read-Only Access to a Kubernetes Cluster

How to Grant Temporary Read-Only Access to a Kubernetes Cluster

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4 min read
# ECS vs Kubernetes

# ECS vs Kubernetes

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3 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
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
Building Production-Grade Observability: OpenTelemetry + Grafana Stack

Building Production-Grade Observability: OpenTelemetry + Grafana Stack

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7 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
# 🚀 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
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
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