Most developers aren't really choosing their AI coding tools—they're vibe-choosing. They stick with the first tool that solved a hard problem, never questioning if better options exist. This deep dive explores the invisible criteria that actually matter
The vibe coding debate is confusing because people mix different profiles and contexts. This post breaks down four types of coders, explains when AI-assisted coding makes sense, and why context—not absolutes—is what actually matters.
Identifying the Challenge
One of the most significant obstacles developers face in mass production environments is the difficulty in identifying and reproducing bugs due to