Spam accounts overwhelmed my database. Claude found the weaknesses, Codex wrote the fixes, and I deployed a new defense.

Note: It is expected that you already have a usable desktop experience, i.e., a large enough display (tablet or DEX), a physical keyboard, and optionally a mouse/trackpad. Local Desktop aims to bridge ...