ACE prevents context collapse with ‘evolving playbooks’ for self-improving AI agents

Stanford University and SambaNova develop context engineering framework. ACE treats the context of large language model applications as an evolving playbook. It creates and refines strategies as the agent gains experience in its environment. ACE works for both optimizing system prompts and managing an agent's memory.