Agent Performance Loop: AWS AgentCore Optimization preview
AWS launches AgentCore Optimization, a feedback system that extracts real-world signals from production agent traces, validates improvements via batch evaluation and A/B testing, then deploys them automatically.
Solves the quiet decay problem: agents that ship working often degrade as models shift, user behavior evolves, and prompts drift into unintended contexts.