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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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I built a CI/CD tool that auto-heals broken pipelines, runs 6 security scans, and works from your IDE via MCP

I built a CI/CD tool that auto-heals broken pipelines, runs 6 security scans, and works from your IDE via MCP

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3 min read
The New AWS AI Era: When the Cloud Becomes a Platform for Agents, Chips, and Scalable Productivity

The New AWS AI Era: When the Cloud Becomes a Platform for Agents, Chips, and Scalable Productivity

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5 min read
Your VICIdial Server Is Throttling Itself: OS and Database Tuning for High-Agent Deployments

Your VICIdial Server Is Throttling Itself: OS and Database Tuning for High-Agent Deployments

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7 min read
Cloud Run Jobs vs. Cloud Batch: Choosing Your Engine for Run-to-Completion Workloads

Cloud Run Jobs vs. Cloud Batch: Choosing Your Engine for Run-to-Completion Workloads

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7 min read
We Spent a Week Evaluating a Context Compression Tool, Then Killed It

We Spent a Week Evaluating a Context Compression Tool, Then Killed It

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6 min read
From Code to Cloud: A Human’s Guide to the Modern DevOps Maze

From Code to Cloud: A Human’s Guide to the Modern DevOps Maze

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3 min read
I described my entire AWS infrastructure in plain English. This tool wrote all the Terraform.

I described my entire AWS infrastructure in plain English. This tool wrote all the Terraform.

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2 min read
PCI-DSS 4.0 Tagging Requirements: A Practical Implementation Guide

PCI-DSS 4.0 Tagging Requirements: A Practical Implementation Guide

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9 min read
The Secret to Near 100% AWS Tagging Compliance? People Shouldn't Know You're Doing It.

The Secret to Near 100% AWS Tagging Compliance? People Shouldn't Know You're Doing It.

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13 min read
Overcoming the Experience Gap: Strategies for Transitioning from Support to Core DevOps Roles

Overcoming the Experience Gap: Strategies for Transitioning from Support to Core DevOps Roles

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8 min read
AI Code Review as Your Last Line of Defense Before Deployment

AI Code Review as Your Last Line of Defense Before Deployment

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8 min read
Teaching VICIdial to Your Team Without Losing Your Mind

Teaching VICIdial to Your Team Without Losing Your Mind

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4 min read
The Magic of lvh.me: Testing Rails Subdomains in Development

The Magic of lvh.me: Testing Rails Subdomains in Development

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2 min read
3 Deployment Fails That Made Me Quit Oracle Cloud Forever

3 Deployment Fails That Made Me Quit Oracle Cloud Forever

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5 min read
Stop Alt-Tabbing: How to Wire VICIdial Into Your CRM Properly

Stop Alt-Tabbing: How to Wire VICIdial Into Your CRM Properly

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14 min read
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