AI agents don't fail loudly. They fail quietly.A node returns success. Passes corrupted data downstream. Wrong outputs. No error. No warning. You find out when a user complains.
ARGUS fixes this.
Catches silent failures the moment they happen — not four steps later.
→ Silent failure detection at every node boundary
→ Root cause tracing — exact node, exact field
→ Deterministic replay from any node
LangGraph today. CrewAI + Google ADK coming next.