AI-Assisted Code Generation Led to Architectural Flaws in k10s Dashboard

A post-mortem on k10s Kubernetes dashboard development documents how AI-assisted vibe-coding accelerated early velocity but introduced data races, god-object anti-patterns, and architectural fragility requiring a full Rust rewrite. A concrete cautionary case study on the hidden technical debt costs of unsupervised LLM-driven code generation.