DevEdu / Blog
·5 essays in productivity
Engineering writing for people who actually build things.
Long-form, opinionated essays on framework deep dives, schema design, performance, and developer experience. New every two weeks.
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Writing Better Prompts for Claude: The Engineering Edition
Most prompt advice is for chat. Engineering work is different — bigger context, clearer goals, harder verifications. Here are the patterns that consistently get good code out of Claude.
A Code Review Checklist for AI-Generated Code
AI writes plausible code that passes your tests and fails your principal review. This is the practical checklist for catching what the model misses before it ships.
Pair Programming with Claude: Real Workflows from Real Engineers
Beyond demos: how working engineers actually use Claude on day-to-day work — feature development, debugging, refactoring, and reading unfamiliar code.
Debugging with AI: Techniques That Actually Work
Debugging is the most underrated thing AI assistants are good at — when you use them right. Here's how to turn a stuck investigation into a five-minute fix.
Using AI for Documentation and Refactoring (Without Losing Your Voice)
AI is great at the parts of writing and refactoring no one wants to do — and terrible at the parts that need taste. Here's how to use it for both without the output reading like a press release.