AI coding

Legacy System Modernization in 2026: Rewrite, Refactor or Wrap? A Practical Decision Guide

Most modernization projects go over budget, and many are abandoned. Here is how to choose between wrapping, refactoring, replatforming or replacing an old system — and where AI genuinely speeds the work up.

Vibe coding to production: what to fix before your AI-built app meets real users

AI app builders can get you a working prototype in a weekend. Getting it safely in front of paying users is a different job. Here is what usually breaks between vibe coding and production, and how to fix it without starting over.