The Engineering beat

Software & craft

How the work actually gets built: AI-assisted development, hard rebuild calls, and the patterns that survive contact with production.

When to abandon the low-code path

Why I rebuilt my procurement agent from scratch in week three of a four-month internship.

Notes on AI-assisted development

Patterns that have held up across four months of work with Claude Code.