When AI Writes 100K Lines Of Code, QA Becomes The Whole Job
The New Stack, Wednesday, April 15th, 2026
When AI writes 100K lines of code, QA becomes the priority. Learn how AI agencies are evolving from builders into system supervisors.
Artur Balabanskyy runs Tapforce, an AI-first development agency, and he has a problem that nobody in the industry talks about honestly. When AI can generate 100,000 lines of code in a few hours, you don't stop having a 100,000-line problem. You just have it faster. The bottleneck in software development hasn't gone away. It's moved, from writing code to validating it, and most agencies haven't caught up to what that means operationally.