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Content centering around the shifting left of responsibility, deconstruction of responsibility silos, and the automation of repetitive work tasks.

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I built a CLI that tells you if your release is safe to deploy — in 2 seconds

I built a CLI that tells you if your release is safe to deploy — in 2 seconds

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3 min read
Your AI Agent Looks Fine in Staging. Production Is a Different Story.

Your AI Agent Looks Fine in Staging. Production Is a Different Story.

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5 min read
So You Want to Contribute to Jenkins? Here's Everything Nobody Told Me

So You Want to Contribute to Jenkins? Here's Everything Nobody Told Me

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6 min read
5 Git Workflow Mistakes I Made Shipping an Open-Source MCP Server (With Sub-Agents)

5 Git Workflow Mistakes I Made Shipping an Open-Source MCP Server (With Sub-Agents)

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4 min read
How CORE Used Its Own Pipeline to Eliminate 36 Constitutional Violations — Including Its Own

How CORE Used Its Own Pipeline to Eliminate 36 Constitutional Violations — Including Its Own

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4 min read
Running DNS Is Easy. Trusting It Is Not.

Running DNS Is Easy. Trusting It Is Not.

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4 min read
GWLB in Production: 9 Pitfalls That Break Your Firewall Architecture

GWLB in Production: 9 Pitfalls That Break Your Firewall Architecture

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13 min read
The Death of CSPM: Why Finding Cloud Issues Isn’t Enough Anymore

The Death of CSPM: Why Finding Cloud Issues Isn’t Enough Anymore

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2 min read
Docker Under the Hood: Architecture and Storage Essentials

Docker Under the Hood: Architecture and Storage Essentials

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3 min read
How I Test an AI Support Agent: A Practical Testing Pyramid

How I Test an AI Support Agent: A Practical Testing Pyramid

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26 min read
Claude Code Hooks: 5 Automations That Replaced My Manual Workflow

Claude Code Hooks: 5 Automations That Replaced My Manual Workflow

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6 min read
AI Writes Your Code. Who Watches for Drift?

AI Writes Your Code. Who Watches for Drift?

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2 min read
From Leaky Container to Fort Knox: A Guide to Docker Security Hardening

From Leaky Container to Fort Knox: A Guide to Docker Security Hardening

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2 min read
Mastering Multi-Container Deployment: The Leap to Docker Compose V3

Mastering Multi-Container Deployment: The Leap to Docker Compose V3

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2 min read
CloudWatch auto-monitoring on deploy: the Terraform pattern

CloudWatch auto-monitoring on deploy: the Terraform pattern

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1 min read
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