Productivity

The coding landscape has transformed dramatically in past year. What started as simple autocomplete has evolved into something entirely different— vibe coding tools that understand intent, context, and can generate entire applications from natural language descriptions.

I’ve used several code augmentation/generation tools over last year, and evolution has been remarkable. Let me walk you through the landscape as it stands today, broken down into two distinct categories that serve very different needs.