OpsJarvis: A self-hosted AI ops desk where humans approve every write

OpsJarvis is a self-hosted AI operations desk demo that triages inbox messages, drafts replies and queues tasks while requiring human approval before every write action. It includes a circuit breaker that pauses HubSpot CRM writes until latency drops below 800 ms, and runs on the user's own keys, .env and source code. The demo workspace uses sample data and sends no real messages.