Measurements, post-mortems and lessons, in public

Self-evolving memory infrastructure for personal AI agents.

• Row-level isolationthree-level scope + database RLS
• Change historywrites, vetoes and deletes, all traceable
• Redaction firstkeys and card numbers stopped before the model