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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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GTM Engineering: Treating Your Revenue Stack Like Software
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GTM Engineering: Treating Your Revenue Stack Like Software

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2 min read
AWS Won't Stop Charging You. Ever. Deploy Budget Alerts as Code with Terraform Before It's Too Late 🔥
Cover image for AWS Won't Stop Charging You. Ever. Deploy Budget Alerts as Code with Terraform Before It's Too Late 🔥

AWS Won't Stop Charging You. Ever. Deploy Budget Alerts as Code with Terraform Before It's Too Late 🔥

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10 min read
The Architecture Decision That Almost Killed My SaaS at Week 6

The Architecture Decision That Almost Killed My SaaS at Week 6

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2 min read
Dari Maintenance Reaktif ke Predictive Maintenance: Arsitektur IoT + Edge AI untuk Peralatan Industri (MHE & HVAC)
Cover image for Dari Maintenance Reaktif ke Predictive Maintenance: Arsitektur IoT + Edge AI untuk Peralatan Industri (MHE & HVAC)

Dari Maintenance Reaktif ke Predictive Maintenance: Arsitektur IoT + Edge AI untuk Peralatan Industri (MHE & HVAC)

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7 min read
"Bash Backup Battle: Minimalist vs. Feature-Rich Scripts"

"Bash Backup Battle: Minimalist vs. Feature-Rich Scripts"

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2 min read
MLOps for JavaScript Developers: Deploy and Monitor Your First AI Model in Production

MLOps for JavaScript Developers: Deploy and Monitor Your First AI Model in Production

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5 min read
AI Testing and Validation: How to Test Your Machine Learning Models Before Production

AI Testing and Validation: How to Test Your Machine Learning Models Before Production

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6 min read
Puzzle Portfolio – Full Stack Project

Puzzle Portfolio – Full Stack Project

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1 min read
Your GCP Account is AI-Ready: Deploy your first AI endpoint with Terraform in 10 minutes⚡
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Your GCP Account is AI-Ready: Deploy your first AI endpoint with Terraform in 10 minutes⚡

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7 min read
How to sandbox AI agents in 2026: Firecracker, gVisor, runtimes & isolation strategies

How to sandbox AI agents in 2026: Firecracker, gVisor, runtimes & isolation strategies

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18 min read
Monitoring K8s with Prometheus (ServiceMonitors)

Monitoring K8s with Prometheus (ServiceMonitors)

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9 min read
How I Deployed My AI/ML Portfolio in Under 5 Minutes Using Kuberns AI

How I Deployed My AI/ML Portfolio in Under 5 Minutes Using Kuberns AI

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3 min read
Architecture, Deployment & Observability - The Part Nobody Warns You About
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Architecture, Deployment & Observability - The Part Nobody Warns You About

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6 min read
How to Deploy Your Web App Fast & Secure on a VPS (Step-by-Step Guide)

How to Deploy Your Web App Fast & Secure on a VPS (Step-by-Step Guide)

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2 min read
What is AWS S3 and How I Used It — A Beginner's Guide
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What is AWS S3 and How I Used It — A Beginner's Guide

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5 min read
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