When AI writes 100K lines of code, QA becomes the whole job

As AI can generate code at scale, the bottleneck in software teams is shifting from writing code to verifying and managing it.

AI-first agency founder Artur Balabanskyy says this makes testing, validation, and QA much more important in the developer workflow.

The article also traces his path from early coding and Flash-era development to the rise of iOS and ChatGPT as turning points in product building.

The core takeaway is that in an AI-driven era, teams win by testing and governing software more effectively, not just by producing more of it.