This is introducing AI agents using Node/JS and Python SDKs. So we need an effective agent with efficient and real-time agent performance analytics.
Some key possibilities should be;
  • Automated Hypotheses Generation & Variant Creation: That is, the Agent should be able to analyze historical user data to provide or suggest hypotheses and variations.
  • Real time and Dynamic optimizations. So using elements we already have like MAB, the agents should be able to auto allocate user traffic.
  • Personalization at Scale: So the agent can segment audiences into groups and deliver tailored test variations to these segments.