How to Debug AI-Generated Code That Compiles But Behaves Wrong
AI-generated code that compiles is not the same as AI-generated code that works. Here is a practical debugging workflow for the gap between the two.
Articles
Expert insights on web development, AI integration, automation, and business technology.
How to Write Internal AI Coding Guidelines Your Team Will Actually Follow
Most internal AI coding guidelines get ignored. Here is how to write rules engineers actually use daily, with examples of what works and what does not.
Web Development
How to Add Web Push Notifications to a Progressive Web App
Add web push notifications to a PWA the right way, from service worker setup through permission UX and server-side dispatch.
Web Development
How to Implement Server-Sent Events for Real-Time Web Updates
Server-Sent Events are the simplest path to one-way real-time updates over plain HTTP. This guide covers the protocol, the code, and the production gotchas.
Business Technology
How to Build a Technology Risk Register Your Team Will Actually Use
A risk register that lives in a forgotten spreadsheet is worse than no register at all. Here is how to build one that drives real decisions.
Business Technology
How to Establish Engineering Productivity Metrics That Drive Real Improvements
A practical guide to choosing engineering productivity metrics that lead to better software delivery without producing the wrong behaviors.
Web Development
How to Build a File Upload System That Handles Large Files and Resumes After Network Failures
Most file upload code works on the demo and breaks the first time a real user tries to upload a 4GB video over a hotel WiFi connection. Here is how to build one that actually holds up.
Web Development
How to Design Onboarding Flows That Reduce Drop-Off Without Annoying Users
Onboarding is where most products lose their newly acquired users. This guide walks through the design patterns that reduce drop-off without forcing users through tedious tutorials.
Web Development
Regex Code Snippets: Patterns for Common Validation and Parsing Problems
Regex snippets for common validation and parsing problems, with notes on why each pattern works and the edge cases that quietly break them.