backendarchitectx/networksecurity

Network Security Decision Platform serves versioned threat scoring and manages durable, fenced retraining. Clients submit predictions to the API, which validates and bounds requests before calling the model runtime; administrators submit durable jobs that a separate worker claims, trains, and may promote. Training proceeds through ingestion, validation, transformation, and model selection before staging and fenced promotion. The README documents key reliability capabilities; unsampled modules are represented only where their role or connections are documented or indexed.