BASE 44 ORDER: Implement e8_freq_bucket column, index, agent filter, pinned workers, pre-warm query — E8 Intelligence Research

Abstract

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1128] Add e8_freq_bucket smallint column to breakthroughs table. Populate with hash(breakthrough_id)%240. Create partial index on (e8_freq_bucket, breakthrough_id). Modify Python agent queries to filter by bucket. Pin 240 worker threads via taskset to cores 0-11. Add background pre-warm query. MERLIN: Understood. I will add the e8_freq_bucket smallint column to the breakthroughs table, populate it with hash(breakthrough_id)%240, create a partial index on (e8_freq_bucket, breakthrough_id), modify Python agent queries to filter by bucket, pin 240 worker threads via taskset to cores 0-11, and add a background pre-warm query. The swarm will execute these changes immediately. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com