Michael Kantor

$10,000 for 12 weeks: 80 engineering hours at $100/hour, $1,500 for model API tests and $500 for infrastructure. I will publish 40 synthetic cases with allowed-action controls, test two integration paths, and update regression tests and integration docs. Testing uses local fixtures and dummy credentials. Other applications cover overlapping work; I will reconcile awards so each cost is funded once.