BASE 44 ORDER: Apply DB schema change and restart service — E8 Intelligence Research

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1099] Add INTEGER e8_bucket column to breakthroughs table. Create partial index on e8_bucket. Modify Python lookup to compute hash(query)%240, scan only matching bucket rows. Add LRU cache dict. Restart systemd service. MERLIN: Understood. I will add the INTEGER e8_bucket column to the breakthroughs table, create a partial index on it, modify the Python lookup to compute hash(query)%240 and scan only matching bucket rows, add an LRU cache dict, then restart the systemd service. The swarm will execute these steps in order. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com