Engineering-first AI development discipline — 32 principles distilled from Fábio Akita's methodology. 7 auto-enforcement hooks, 9 slash commands, 6 modular rules. Framework-agnostic (AIOX, BMAD, standalone).

CurupiraIA: A Brazilian Portuguese hate speech detection model using BERT fine-tuning, inspired by folklore guardianship principles to protect digital communities from toxic content.