EngramImmune System for AI Agents

External monitoring infrastructure that detects what the agent cannot see

Shadow Index

Pre-neuron monitor that detects when agents work with stale files while newer alternatives exist outside their search results.

Passive sensory layer that observes agent behavior without interfering — heatmaps, emotion vectors, and firing signals.

Future Probe validates action consequences before they happen. Shadow Index validates action premises after the fact.