SMRTR ProgrammingMay 25, 2026Hacker Noon

AI Coding Tools Are Creating Systems Nobody Fully Understands

SMRTR summary

AI coding tools have widened software's oldest asymmetry: writing code is now nearly free, but understanding it remains stubbornly expensive. Teams accumulate 'ghost architecture' — multiple competing patterns, undocumented abstractions, and locally correct but globally incoherent decisions — while velocity metrics look healthy. The engineers who'll matter most aren't the fastest generators, but those who can restore coherence to AI-assisted codebases.

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