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The Silent Decay: A Tactical Audit of AI-Generated Laravel Architectures
AI-generated code often looks flawless on the surface, but a tactical audit reveals silent failures in database concurrency and production security. While models like Claude Code can build a functional system in minutes, they frequently skip critical backend validations and architectural best practices, behaving more like a junior developer racing toward a deadline than a seasoned engineer.
Mar 9, 2026