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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 Broke My Multi-Agent Pipeline on Purpose. All 3 Failures Were Silent.

I Broke My Multi-Agent Pipeline on Purpose. All 3 Failures Were Silent.

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5 min read
Taking Control of 0x0.st Uploads: Token Management for Reliable Image Hosting

Taking Control of 0x0.st Uploads: Token Management for Reliable Image Hosting

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4 min read
I automated my homelab so hard it started naming servers after Tarantino characters

I automated my homelab so hard it started naming servers after Tarantino characters

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4 min read
Proxy protocol validation lab for production traffic

Proxy protocol validation lab for production traffic

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4 min read
6 Real Debugging Failures I Hit in My Homelab (And What They Taught Me)

6 Real Debugging Failures I Hit in My Homelab (And What They Taught Me)

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13 min read
90-Day AI Platform Transformation: The Fractional CTO Playbook

90-Day AI Platform Transformation: The Fractional CTO Playbook

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5 min read
Docker Containers Aren't Magic Boxes: Seeing Linux Namespaces in Action

Docker Containers Aren't Magic Boxes: Seeing Linux Namespaces in Action

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5 min read
This Is How I Automated My Dev Workflow with MCPs - GitHub, Notion & Jira (And Saved Hours)

This Is How I Automated My Dev Workflow with MCPs - GitHub, Notion & Jira (And Saved Hours)

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7 min read
Multi-Stage Continuous Delivery

Multi-Stage Continuous Delivery

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4 min read
AI Agents Gone Rogue: Inside Amazon Kiro's Production Deletion

AI Agents Gone Rogue: Inside Amazon Kiro's Production Deletion

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8 min read
When My AI Agent Makes a Mistake, Whose Fault Is It?

When My AI Agent Makes a Mistake, Whose Fault Is It?

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3 min read
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
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