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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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Scale out or scale up? The 5-minute decision every dev faces

Scale out or scale up? The 5-minute decision every dev faces

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35 min read
Before You Migrate: Basic Steps to Take Before Moving a Server

Before You Migrate: Basic Steps to Take Before Moving a Server

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2 min read
From Friction to Function: The Real Impact of Adaptive AI Systems

From Friction to Function: The Real Impact of Adaptive AI Systems

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2 min read
Guide on Creating & Connecting to an Azure Virtual Machine

Guide on Creating & Connecting to an Azure Virtual Machine

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2 min read
How to Manage virtual machines in Azure

How to Manage virtual machines in Azure

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4 min read
Manage Virtual Machines

Manage Virtual Machines

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3 min read
Platform Engineering for the uninitiated

Platform Engineering for the uninitiated

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7 min read
Setup Simple VPS (RedHat Base) + Docker + Cloudflare SSL/Domain: Production Ready

Setup Simple VPS (RedHat Base) + Docker + Cloudflare SSL/Domain: Production Ready

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3 min read
Beyond the Chatbot: How We Scaled an AI Agent to Handle 5X Traffic on AWS

Beyond the Chatbot: How We Scaled an AI Agent to Handle 5X Traffic on AWS

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4 min read
Don't Let Bitnami Changes Break Your Kafka Pipelines: Migrate to KRaft Mode Now

Don't Let Bitnami Changes Break Your Kafka Pipelines: Migrate to KRaft Mode Now

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Comments 2
2 min read
How I Write 2,000+ Words a Day with AI

How I Write 2,000+ Words a Day with AI

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2 min read
You don’t need 20 tools. Just use Postgres (seriously!)

You don’t need 20 tools. Just use Postgres (seriously!)

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Comments 1
51 min read
Day 8 · Retriever looks fine, answers still collapse 〔No.6 Logic Collapse〕

Day 8 · Retriever looks fine, answers still collapse 〔No.6 Logic Collapse〕

Comments 1
4 min read
Terraform + AWS Free Tier, From Zero to Test Deployment: A 20‑Minute Playground

Terraform + AWS Free Tier, From Zero to Test Deployment: A 20‑Minute Playground

3
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6 min read
How I’d scale a side project to 1 million users (without melting my server)

How I’d scale a side project to 1 million users (without melting my server)

2
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24 min read
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