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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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Stop Rebooting Linux Just in Case: Practical `needrestart` After APT Upgrades

Stop Rebooting Linux Just in Case: Practical `needrestart` After APT Upgrades

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5 min read
How I Troubleshoot Kubernetes in Production
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How I Troubleshoot Kubernetes in Production

BERJAYA BERJAYA 3
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6 min read
Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud
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Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud

BERJAYA BERJAYA BERJAYA 6
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8 min read
I built a free tool to generate AWS architecture diagrams from Terraform — no signup, no credentials needed
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I built a free tool to generate AWS architecture diagrams from Terraform — no signup, no credentials needed

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2 min read
I replaced Auth0 with an open source library in 30 minutes. Here is what broke.
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I replaced Auth0 with an open source library in 30 minutes. Here is what broke.

BERJAYA BERJAYA 2
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7 min read
3 Lines of SQL Wiped Our Entire AWS Database

3 Lines of SQL Wiped Our Entire AWS Database

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5 min read
Is Railway a Good Fit for Agencies in 2026?

Is Railway a Good Fit for Agencies in 2026?

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10 min read
Build an Alert Decision Layer CLI in Python

Build an Alert Decision Layer CLI in Python

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4 min read
Al Autonomous Incident Response Agent CascadeFlow +Hindsight AI-Engineering &Devops Track Hackathon Technical Article April 2026 Abstract

Al Autonomous Incident Response Agent CascadeFlow +Hindsight AI-Engineering &Devops Track Hackathon Technical Article April 2026 Abstract

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24 min read
FROM ALERTS TO ACTION: AUTONOMOUS INCIDENT RESPONSE AGENT

FROM ALERTS TO ACTION: AUTONOMOUS INCIDENT RESPONSE AGENT

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6 min read
Why status page aggregators matter for engineering teams
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Why status page aggregators matter for engineering teams

BERJAYA BERJAYA BERJAYA 3
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4 min read
How to Stop Nuking Your Postgres Data When Testing Schema Changes
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How to Stop Nuking Your Postgres Data When Testing Schema Changes

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5 min read
Why Your Site Is Slow on Shared Hosting and How to Fix It with a VPS Migration
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Why Your Site Is Slow on Shared Hosting and How to Fix It with a VPS Migration

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5 min read
Title: From Development to Production: Testing, Deploying, and Understanding the Real-World Impact of Our AI Support Agent
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Title: From Development to Production: Testing, Deploying, and Understanding the Real-World Impact of Our AI Support Agent

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4 min read
Distros Linux más atractivas de 2026: GNOME, KDE y Hyprland
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Distros Linux más atractivas de 2026: GNOME, KDE y Hyprland

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8 min read
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