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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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Setting Up a CI/CD Pipeline to Kubernetes with GitHub Actions

Setting Up a CI/CD Pipeline to Kubernetes with GitHub Actions

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8 min read
LLM Evals on Real Traffic — Not Just Test Suites

LLM Evals on Real Traffic — Not Just Test Suites

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4 min read
I Built a Self-Healing Codebase Using NATS, Claude AI, and A/B Code Tournaments

I Built a Self-Healing Codebase Using NATS, Claude AI, and A/B Code Tournaments

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4 min read
Building a Production eBPF Observability & Security Stack for Kubernetes in 2026

Building a Production eBPF Observability & Security Stack for Kubernetes in 2026

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9 min read
I Set Up GitOps on EKS with ArgoCD, Here's What Kubernetes Actually Looks Like in Production

I Set Up GitOps on EKS with ArgoCD, Here's What Kubernetes Actually Looks Like in Production

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5 min read
Beyond Copy-Paste: Why AI Agents Need a Compiler and Governance Flow

Beyond Copy-Paste: Why AI Agents Need a Compiler and Governance Flow

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5 min read
Terraform at Scale + Advanced Concepts

Terraform at Scale + Advanced Concepts

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3 min read
Choosing the Wrong AI Deployment Model Costs Enterprises Millions

Choosing the Wrong AI Deployment Model Costs Enterprises Millions

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3 min read
TERRAFORM INTERVIEW QUESTIONS (WITH ANSWERS)

TERRAFORM INTERVIEW QUESTIONS (WITH ANSWERS)

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5 min read
From 80-Second APIs to Sub-Second: Rebuilding a Geospatial Backend with Async Pipelines

From 80-Second APIs to Sub-Second: Rebuilding a Geospatial Backend with Async Pipelines

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3 min read
Your Localhost is a Mess: 5 Signs It’s Time to Rebuild Your Dev Environment

Your Localhost is a Mess: 5 Signs It’s Time to Rebuild Your Dev Environment

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3 min read
My Second Terraform Deployment: Building a Complete AWS Network from Scratch (And What I Learned That Surprised Me)

My Second Terraform Deployment: Building a Complete AWS Network from Scratch (And What I Learned That Surprised Me)

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5 min read
How I Hardened My VPS in One Afternoon: SSH, Cloudflare, and Tailscale

How I Hardened My VPS in One Afternoon: SSH, Cloudflare, and Tailscale

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9 min read
Step-by-Step Guide to Setting Up Terraform, AWS CLI, and Your AWS Environment

Step-by-Step Guide to Setting Up Terraform, AWS CLI, and Your AWS Environment

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2 min read
AI sped up development, not shipping

AI sped up development, not shipping

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6 min read
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