🔒 Trust & Safety: Shadow Engineering Detection

This platform actively monitors contracts to detect unauthorized subcontracting (shadow engineering). For solo-only contracts, we track session patterns, commit authorship, and communication signals to ensure contract compliance and protect both clients and legitimate contractors.

What we monitor: Login locations, git commit authors, communication patterns, and activity anomalies. This helps maintain trust and ensures you're working with verified professionals.