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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 Using Binary Pass/Fail for AI Agent Security — Use Context-Aware Policies Instead

Stop Using Binary Pass/Fail for AI Agent Security — Use Context-Aware Policies Instead

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4 min read
Citrix NetScaler CVE-2026-3055: Two Memory Overread Bugs, One CVE, Active Exploitation

Citrix NetScaler CVE-2026-3055: Two Memory Overread Bugs, One CVE, Active Exploitation

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5 min read
You’re Not Validating Your Traces (And That’s a Problem)

You’re Not Validating Your Traces (And That’s a Problem)

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2 min read
Course 2 of 3: CI/CD for Generative AI Applications ⚒️

Course 2 of 3: CI/CD for Generative AI Applications ⚒️

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22 min read
Hi, I'm Colin — Full Stack Developer Focused on 3D & AI

Hi, I'm Colin — Full Stack Developer Focused on 3D & AI

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1 min read
Securing My AWS Portfolio Website with HTTPS and IAM

Securing My AWS Portfolio Website with HTTPS and IAM

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1 min read
Docker vs Virtual Machines: When to Use Each in 2026

Docker vs Virtual Machines: When to Use Each in 2026

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4 min read
ultraenv: Type-Safe Environment Variables for TypeScript (Validated at Startup)

ultraenv: Type-Safe Environment Variables for TypeScript (Validated at Startup)

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1 min read
9 AppArmor Kernel Bugs Hidden Since 2017 — Root Escalation, Container Escape, and 12.6M Linux Systems Exposed

9 AppArmor Kernel Bugs Hidden Since 2017 — Root Escalation, Container Escape, and 12.6M Linux Systems Exposed

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5 min read
Why Being Both SDET and Developer Makes You a Stronger Platform Engineer

Why Being Both SDET and Developer Makes You a Stronger Platform Engineer

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3 min read
Alert Fatigue: Why Your Uptime Monitor Is Giving You Panic Attacks

Alert Fatigue: Why Your Uptime Monitor Is Giving You Panic Attacks

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4 min read
Stop Leaving Your Doors Open: 5 Essential Steps for Linux Server Hardening

Stop Leaving Your Doors Open: 5 Essential Steps for Linux Server Hardening

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2 min read
You Can Security-Test Any AI Agent in 3 Lines of Python

You Can Security-Test Any AI Agent in 3 Lines of Python

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4 min read
The Two Doors Problem: Why Autonomous AI Systems Build Duplicate Infrastructure

The Two Doors Problem: Why Autonomous AI Systems Build Duplicate Infrastructure

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3 min read
One Company Found 1,600 AI Tools Running Without Approval. Stanford Says This Is Normal.

One Company Found 1,600 AI Tools Running Without Approval. Stanford Says This Is Normal.

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4 min read
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