Articles

Expert insights on web development, AI integration, automation, and business technology.

How to Test AI-Generated Code Before It Ships to Production

AI generates code quickly, but it also generates subtle bugs. Here is how to review and test AI code output before it reaches production.

May 2, 2026

Role-based access control is one of those systems that seems simple until it isn't. Here's a practical approach to getting it right from the start.

May 1, 2026

Data tables go wrong quickly without intentional UX patterns. Here is how to design sorting, filtering, and accessibility into complex data grids.

Apr 30, 2026

A practical walkthrough for auditing Core Web Vitals on a production site and fixing LCP, CLS, and INP issues that hold back rankings.

Apr 29, 2026

A website color system is more than a palette. Here is how to structure one that works across devices, accessibility settings, and brand guidelines.

Apr 28, 2026

Most data automation breaks when the requirements change. Here's how to design a pipeline that handles change without constant rework.

Apr 28, 2026

Most vendor evaluations stall because the process is wrong before the demos start. Here is a framework that leads to an actual decision, faster.

Apr 25, 2026

Build-or-buy decisions derail more often from missed variables than from bad options. Here is a framework that catches them.

Apr 24, 2026

Webhooks fail in predictable ways. Here's how to build a receiver that handles signatures, duplicates, and delivery retries without dropping events.

Apr 24, 2026