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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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Azure DevOps Structure Explained: Organizations, Projects, and Repos Without the Mess

Azure DevOps Structure Explained: Organizations, Projects, and Repos Without the Mess

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5 min read
How to Find Every Consumer of Your Reusable GitHub Actions Workflow

How to Find Every Consumer of Your Reusable GitHub Actions Workflow

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7 min read
Kafka vs DNotifier for AI Systems: Picking the Right Messaging Tool for Realtime AI

Kafka vs DNotifier for AI Systems: Picking the Right Messaging Tool for Realtime AI

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4 min read
Building a Local, Zero-Cost AI Pull Request Reviewer with LangGraph and Ollama

Building a Local, Zero-Cost AI Pull Request Reviewer with LangGraph and Ollama

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6 min read
The Hotfix Chronicles: What Broke After the Nexus Release and How I Fixed It (v1.5.2 & v1.5.3)

The Hotfix Chronicles: What Broke After the Nexus Release and How I Fixed It (v1.5.2 & v1.5.3)

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7 min read
Is Railway a Good Fit for Startups in 2026?

Is Railway a Good Fit for Startups in 2026?

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11 min read
Building a Production-Ready 2-Tier Architecture on AWS with Terraform

Building a Production-Ready 2-Tier Architecture on AWS with Terraform

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3 min read
Ready for Terraform Certification: My Final Exam Prep and 30-Day Reflection

Ready for Terraform Certification: My Final Exam Prep and 30-Day Reflection

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6 min read
I built a runbook generator with FastAPI and Groq — here's how it works

I built a runbook generator with FastAPI and Groq — here's how it works

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2 min read
10 Best Cybersecurity Tools Every Developer Should Know (Including One You've Never Heard Of)

10 Best Cybersecurity Tools Every Developer Should Know (Including One You've Never Heard Of)

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5 min read
esbuild has 190M weekly downloads and one maintainer — I audited 25 top npm packages

esbuild has 190M weekly downloads and one maintainer — I audited 25 top npm packages

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3 min read
Securing AI Assistants and AI Agents: A Practical Guide for Cybersecurity, DevOps, and Engineering Teams

Securing AI Assistants and AI Agents: A Practical Guide for Cybersecurity, DevOps, and Engineering Teams

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11 min read
AI Prompt Security: How Real-Time Filtering Stops Data Leaks

AI Prompt Security: How Real-Time Filtering Stops Data Leaks

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5 min read
Platform Engineering: Building an Internal Developer Platform That Teams Actually Use

Platform Engineering: Building an Internal Developer Platform That Teams Actually Use

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2 min read
Cloud Cost Elasticity

Cloud Cost Elasticity

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4 min read
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