Real-time social sentiment engine for competitive market tracking
This system is composed of living constraints — units of software that carry their own rules, health metrics, and evolutionary fitness. It was not deployed and left to rot. It maintains itself.
Every component validates its own behavior against a constitutional doctrine. When something breaks, the system heals — without a ticket, without an on-call engineer, without anyone watching.
Right now, this system is running its cognitive cycle autonomously. It has been doing so since the moment it was born.