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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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The Vercel/Context.ai Breach Wasn't a Vulnerability. It Was a Delegation Path.

The Vercel/Context.ai Breach Wasn't a Vulnerability. It Was a Delegation Path.

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7 min read
Why most AI tools fail at infrastructure troubleshooting

Why most AI tools fail at infrastructure troubleshooting

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2 min read
Your AI Agent Just Ran `rm -rf /` in Production — Here's How to Prevent It

Your AI Agent Just Ran `rm -rf /` in Production — Here's How to Prevent It

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3 min read
mcp-probe v1.6.0: Stricter GitHub Actions checks for MCP CI gates

mcp-probe v1.6.0: Stricter GitHub Actions checks for MCP CI gates

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1 min read
Traffic Routing in AWS Lambda: Canary Deployments, Weighted Aliases & Blue/Green

Traffic Routing in AWS Lambda: Canary Deployments, Weighted Aliases & Blue/Green

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7 min read
Vercel OAuth Compromise via Context.ai: Timeline, IOCs, and Remediation

Vercel OAuth Compromise via Context.ai: Timeline, IOCs, and Remediation

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4 min read
Our SaaS stopped getting signups at 2am. No alerts fired. Here's why.

Our SaaS stopped getting signups at 2am. No alerts fired. Here's why.

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5 min read
Beginner steps into CI/CD

Beginner steps into CI/CD

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4 min read
I built a natural language cron expression generator – looking for feedback

I built a natural language cron expression generator – looking for feedback

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1 min read
Use an Adversarial Model Challenge feature in Your Opus 4.7 Development Workflow

Use an Adversarial Model Challenge feature in Your Opus 4.7 Development Workflow

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9 min read
5 Things I Learned About AI-Assisted Engineering This Week (and 1 That Backfired)

5 Things I Learned About AI-Assisted Engineering This Week (and 1 That Backfired)

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2 min read
DevSecOps in Practice: Tools That Actually Catch Vulnerabilities - Part 6: The Full Pipeline

DevSecOps in Practice: Tools That Actually Catch Vulnerabilities - Part 6: The Full Pipeline

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4 min read
How to Fix Linux Suspend Draining Your Battery Overnight

How to Fix Linux Suspend Draining Your Battery Overnight

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5 min read
5 Security Mistakes I See on Every Server Audit

5 Security Mistakes I See on Every Server Audit

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2 min read
How I Deployed a Full-Stack Bookstore with Docker Compose on Azure (Capstone Project)

How I Deployed a Full-Stack Bookstore with Docker Compose on Azure (Capstone Project)

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4 min read
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