Give your teams persistent organizational memory with LearningMachine

Teams can accumulate and persist knowledge over time, improving their responses and decisions across sessions and runs.

This brings organizational learning to multi-agent systems. Teams retain context about goals, constraints, policies, and past outcomes, leading to better performance and consistency as usage scales.

Details:

• Teams now support LearningMachine for persistent knowledge retention
• Learned knowledge persists across sessions and is shared among team members
• Enables continuous improvement without manual re-prompting or context injection

Who this is for: Organizations running long-lived multi-agent teams that benefit from accumulated context, such as customer support, internal operations, or advisory systems.

View the Learning Machines docs.