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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 built an open-source authorization layer for AI agents — here's what the audit trail looks like

I built an open-source authorization layer for AI agents — here's what the audit trail looks like

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3 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
Two Layers Your AI-SDLC Metrics Are Missing

Two Layers Your AI-SDLC Metrics Are Missing

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6 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
Fixing GHCR “Unauthorized” + Docker “Cannot perform interactive login from non-TTY” in GitHub Actions + SSH Deployments

Fixing GHCR “Unauthorized” + Docker “Cannot perform interactive login from non-TTY” in GitHub Actions + SSH Deployments

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3 min read
【2026】Auth0 代替 (Clerk/Supabase Auth/WorkOS):料金・移行コストで選ぶ

【2026】Auth0 代替 (Clerk/Supabase Auth/WorkOS):料金・移行コストで選ぶ

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1 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
Why Your AI Agent Works in Dev and Breaks in Prod

Why Your AI Agent Works in Dev and Breaks in Prod

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5 min read
Treating Azure Infrastructure Like a Pull Request: Bicep and what-if

Treating Azure Infrastructure Like a Pull Request: Bicep and what-if

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7 min read
Four Reviewers and a Gauntlet: Verifying AI-Authored Code

Four Reviewers and a Gauntlet: Verifying AI-Authored Code

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6 min read
Stop Receiving Webhooks, Start Polling: Rebuilding the Grid Review Runner

Stop Receiving Webhooks, Start Polling: Rebuilding the Grid Review Runner

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7 min read
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