Smarter Self-Learning: Instruction Pruning & Cross-Agent Knowledge

Agents now automatically consolidate their instructions when they grow too long from self-learning, keeping them focused and contradiction-free. Learnings are also shared across your team as workspace memories.

• ›Instruction pruning: when an agent's instructions grow beyond a threshold, they are automatically consolidated — merging duplicates, resolving contradictions, and removing generic advice
• ›Duplicate prevention: the reflection system now checks existing instructions before adding new ones, avoiding redundant self-learning
• ›Cross-agent knowledge sharing: when one agent learns something new, it is saved as a workspace memory so other agents on your team benefit too