Sualeh Asif

Lukas Biewald × Sualeh Asif

Cursor’s differentiated signal is disciplined automation: it withheld roughly three agent prototypes until they were useful daily, while its custom Tab model now handles about 100 million requests a day.That usage feeds a model-and-product flywheel, distilling larger models into faster ones and expanding repository context, but infrastructure capacity and the challenge of sustaining coherence across hundreds or thousands of tool calls will determine how quickly autonomy becomes practical.