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Created May 2, 2026 23:31
Boulder V2 Segment Checking Efficiency Investigation - UPSS performance optimization analysis

Boulder Segment Checking Efficiency Investigation

Date: 2026-05-02
Investigator: Enayat Shirazi
Context: UPSS IsEntityInBoulderSegments performance optimization analysis

Executive Summary

The current IsEntityInBoulderSegments implementation in UPSS suffers from an O(N) inefficiency where N separate hash lookups are required to check segment membership. Boulder V2's batch querying capabilities are now PRODUCTION-READY as of Q2 2026, with hash-based storage + HMGET patterns validated for high-throughput use cases. The primary integration path is via Pedregal Go/Serving V2, targeting GA around June 30, 2026.