Documentation

How Valotrace works

Architecture for two-sided push observability, the causal inference engine, and the staged recommendation loop.

• Architecture Dispatch + client events, Kafka pipeline, creatives, A/B experiments, and local auth.
• Inference engine Honest lift, sequential stopping, and staged path from Wilson CIs to OPE.
• Recommendation system LLM as policy, causal reward, and when to advance stages with real data.