Long-term Coherence

Long-term Coherence is the ability of AI Agents to maintain consistent reasoning, decision-making, and behavioral patterns across extended periods of operation or complex multi-step workflows. This critical capability ensures agents remain aligned with their original objectives, maintain logical consistency between actions, preserve contextual understanding across session boundaries, and avoid contradictory decisions when handling lengthy processes. Long-term coherence requires sophisticated memory management, state persistence, goal tracking, and conflict resolution mechanisms. Agents with strong long-term coherence can handle enterprise-scale workflows spanning days or weeks, maintain relationship context in customer interactions, and execute complex projects without degrading performance or losing strategic focus over time.