tech
January 28, 2026
My honest take on what AI is structurally better at than your best architects (and where it still falls short)
AI might be better at software architecture than humans.
TL;DR
- Most architectural failures are due to context accumulation outpacing human tracking abilities, not incompetent engineers.
- AI has structural advantages in maintaining consistency for security, API usage, accessibility, compliance, and infrastructure.
- Humans remain essential for novel design, business trade-offs, navigating politics, and determining 'good enough' solutions.
- Potential failure modes of AI in architecture include ossification, deskilling, and gaming the system if not designed for properly.
- The principles of AI-assisted architecture can be applied to various domains beyond engineering, including product, marketing, and operations.