From Writing to Review: How AI Shifts Developer Priorities

With Claude authoring 80% of production code at Anthropic, the development bottleneck has shifted from writing to verification. For solo developers relying heavily on AI agents, managing code quality and ownership becomes the critical challenge—requiring automated testing, constraints, and rigorous review processes to maintain reliability while scaling output.