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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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Managing MySQL Users and Roles as Code: Selecting the Right Terraform Provider

Managing MySQL Users and Roles as Code: Selecting the Right Terraform Provider

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10 min read
Agentic AI in NetOps: What to Automate First, What to Keep Human-Approved

Agentic AI in NetOps: What to Automate First, What to Keep Human-Approved

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8 min read
AI-Generated Code Is Building Tech Debt You Can't See

AI-Generated Code Is Building Tech Debt You Can't See

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9 min read
GitHub Is Not Your Backup. One Suspended Account Proved It This Week.

GitHub Is Not Your Backup. One Suspended Account Proved It This Week.

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8 min read
Reel Quick - Added Docker Support

Reel Quick - Added Docker Support

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2 min read
Python Performance Optimization: The Architect's Scaling Mindset (2026)

Python Performance Optimization: The Architect's Scaling Mindset (2026)

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6 min read
Run Claude Code Agents on a Schedule in the Cloud

Run Claude Code Agents on a Schedule in the Cloud

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11 min read
Flutter Release Pipeline: A Multi-Agent Skill for Claude Code, Codex & beyond — one command to test, version bump, build & ship

Flutter Release Pipeline: A Multi-Agent Skill for Claude Code, Codex & beyond — one command to test, version bump, build & ship

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3 min read
Terraform and HCP Terraform

Terraform and HCP Terraform

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2 min read
There Are 5 Ways to Do Multi-Tenancy. I Automated the Hardest One.

There Are 5 Ways to Do Multi-Tenancy. I Automated the Hardest One.

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7 min read
12 Steps to Secure GitHub Actions After the Trivy Attack

12 Steps to Secure GitHub Actions After the Trivy Attack

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2 min read
The next phase of AI isn't smarter models. It's infrastructure.

The next phase of AI isn't smarter models. It's infrastructure.

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5 min read
Docker Compose in Production: Is It a Good Idea?

Docker Compose in Production: Is It a Good Idea?

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2 min read
95% of orgs generate SBOMs, but 75% of those SBOMs are static ghosts

95% of orgs generate SBOMs, but 75% of those SBOMs are static ghosts

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4 min read
MCP servers for the entire team: from local launch to centralized access

MCP servers for the entire team: from local launch to centralized access

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5 min read
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