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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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GPT-4o vs Claude 3.5 Sonnet vs Gemini 1.5 Pro: real API cost comparison for production LLM apps

GPT-4o vs Claude 3.5 Sonnet vs Gemini 1.5 Pro: real API cost comparison for production LLM apps

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9 min read
Backstage vs Port vs Cortex: When to Stop Self-Hosting

Backstage vs Port vs Cortex: When to Stop Self-Hosting

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6 min read
Your branch protection is quietly turning away first-time contributors

Your branch protection is quietly turning away first-time contributors

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5 min read
Learning DevOps from First Principles: What an EC2 Instance Actually Is

Learning DevOps from First Principles: What an EC2 Instance Actually Is

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3 min read
How We Handled Our First Major Outage (And Survived)

How We Handled Our First Major Outage (And Survived)

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2 min read
Creating An Azure Virtual Network(VNET) And Multiple Subnets: A Step-By-Step Beginner's Guide

Creating An Azure Virtual Network(VNET) And Multiple Subnets: A Step-By-Step Beginner's Guide

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4 min read
CDK Deploy-Twice: When Your Infrastructure Needs to Know About Itself

CDK Deploy-Twice: When Your Infrastructure Needs to Know About Itself

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3 min read
Building a Kubernetes Operator from Scratch with operator-sdk

Building a Kubernetes Operator from Scratch with operator-sdk

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9 min read
Two Layers Your AI-SDLC Metrics Are Missing

Two Layers Your AI-SDLC Metrics Are Missing

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6 min read
Day 28 — 🔭 Monitoring & Observability Part One

Day 28 — 🔭 Monitoring & Observability Part One

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5 min read
Building a Disciplined Local AI Workstation: VRAM Gating and Lifecycle Management

Building a Disciplined Local AI Workstation: VRAM Gating and Lifecycle Management

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1 min read
API 키 Git 히스토리에서 완전 제거: BFG + force push 가이드

API 키 Git 히스토리에서 완전 제거: BFG + force push 가이드

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2 min read
[I Stopped Babysitting My AI Agent for 30 Days] Here's What Actually Broke

[I Stopped Babysitting My AI Agent for 30 Days] Here's What Actually Broke

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5 min read
MCP CI gates need retry receipts for flaky downstreams

MCP CI gates need retry receipts for flaky downstreams

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2 min read
GPU autoscaling on Kubernetes with KEDA: building an external scaler with NVML

GPU autoscaling on Kubernetes with KEDA: building an external scaler with NVML

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3 min read
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