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Practical insights from the engineering front line.

A collection of lessons learned building modern systems, improving teams, and navigating real-world complexity—written for engineers and the people who depend on them.

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Featured Articles

Deep dives into the latest technologies and best practices

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AI-assisted app development can boost productivity, but it comes with challenges like inconsistent UI generation, unnecessary duplication, and prompt management issues. By organizing requirements in indexed files, generating standards documentation, and codifying rules with custom prompts, I streamlined my workflow and improved alignment across UI, functionality, and architecture.

July 19, 2025
5 min read
+1 more
Featured

Lessons from rebuilding a blog using AI tools — what worked, what didn’t, and why engineering fundamentals matter more than ever.

July 16, 2025
5 min read
+1 more

Latest Posts

Fresh insights and tutorials from the world of software development

AI-assisted app development can boost productivity, but it comes with challenges like inconsistent UI generation, unnecessary duplication, and prompt management issues. By organizing requirements in indexed files, generating standards documentation, and codifying rules with custom prompts, I streamlined my workflow and improved alignment across UI, functionality, and architecture.

July 19, 2025
5 min read
+1 more

Lessons from rebuilding a blog using AI tools — what worked, what didn’t, and why engineering fundamentals matter more than ever.

July 16, 2025
5 min read
+1 more

A year ago we launched our Engineering Badge program. This post talks about what it is, why we needed it and how it's going.

April 9, 2025
5 min read