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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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Benchmark Scores Are the New SOC2

Benchmark Scores Are the New SOC2

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6 min read
AI in Incident Response: Hype vs. Reality in 2024
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AI in Incident Response: Hype vs. Reality in 2024

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3 min read
The Future of Infrastructure Is Control Surfaces

The Future of Infrastructure Is Control Surfaces

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4 min read
Skills as invocation contracts, not code: how I keep review authority over agent work

Skills as invocation contracts, not code: how I keep review authority over agent work

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6 min read
I let Claude AI decide whether to patch my Docker vulnerabilities — here's what it found
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I let Claude AI decide whether to patch my Docker vulnerabilities — here's what it found

BERJAYA 1
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4 min read
How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum
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How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum

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5 min read
How to Replace Cloud Object Storage With a Self-Hosted S3-Compatible Setup
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How to Replace Cloud Object Storage With a Self-Hosted S3-Compatible Setup

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5 min read
CloudWatch literacy: the QA superpower that routes bugs without triage theater

CloudWatch literacy: the QA superpower that routes bugs without triage theater

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6 min read
How I Built a Web Hosting Business at 16 (With Automation & Zero Team)
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How I Built a Web Hosting Business at 16 (With Automation & Zero Team)

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2 min read
Our Terraform Drift Went Undetected for Four Months. Here Is How We Found It.

Our Terraform Drift Went Undetected for Four Months. Here Is How We Found It.

BERJAYA 1
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5 min read
IaC for Modern DevOps Practices

IaC for Modern DevOps Practices

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3 min read
De $1,432 a $233/mes: migrar de DigitalOcean a Hetzner sin downtime
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De $1,432 a $233/mes: migrar de DigitalOcean a Hetzner sin downtime

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9 min read
Terraform Modules for Reusable GCP Infrastructure (With a Real VPC Module Example)
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Terraform Modules for Reusable GCP Infrastructure (With a Real VPC Module Example)

BERJAYA 1
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3 min read
5 Network Issues You Can Only Find with Full Packet Capture

5 Network Issues You Can Only Find with Full Packet Capture

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8 min read
AI Autonomous Incident Response Agent CascadeFlow + Hindsight AI — Engineering & DevOps Track Hackathon Technical Article | April 2026

AI Autonomous Incident Response Agent CascadeFlow + Hindsight AI — Engineering & DevOps Track Hackathon Technical Article | April 2026

BERJAYA 1
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6 min read
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