
AI coding tools went from productivity boost to significant line item. Cursor credits burn in two weeks, GPT-5.4 context costs double past 272K tokens, and most engineering budgets haven't caught up.

Developers now run an average of 2.3 AI coding tools simultaneously. The question shifted from 'which one?' to 'which ones, and for what?' Here's how the tool stack concept reshapes how we write code.