TLDR Design · OPINIONS & TUTORIALS

THE NEW BIG BALL OF MUD: WHY AGENTIC AI SYSTEMS TURN FRAGILE

nngroup.com12 min read

Summary from the TLDR Design newsletter

With AI making building nearly free, vibe architects without technical backgrounds grow agentic systems piecemeal into fragile "big balls of mud." Study participants kept throwaway drafts, bolted-on features, and let the AI patch files until they could no longer locate or recreate their own systems. Keeping global, local, and ambient context separate lets builders direct a rebuild instead of relying on the AI as sole navigator.