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How I'm Using AI to Speed Up My CI/CD Pipelines
DevOpsJun 22, 2026

How I'm Using AI to Speed Up My CI/CD Pipelines

On my pipelines the end-to-end suite eats most of the clock, and a full run isn't always what a change needs. An AI step reads the diff and runs only the tests that change touches. Here's the selector script that does it, guardrails and all.

5 min read Read
Bicep vs. Terraform: I've Shipped Both
DevOpsMay 29, 2026

Bicep vs. Terraform: I've Shipped Both

I've authored infrastructure as code in both and run both in production. Here's the honest version of when I reach for each — and why, if your world is Azure, the state file is the whole conversation.

7 min read Read
Container-First CI/CD with GitHub Actions and Azure
DevOpsNov 04, 2024

Container-First CI/CD with GitHub Actions and Azure

Build a production-grade CI/CD pipeline using GitHub Actions, Docker, and Azure Container Registry with infrastructure as code using Bicep.

18 min read Read

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