LAB #1038 NEUTRAL: TG AUTO: BASE 44 ORDER: Implement e8_crystal_cache table with hash/phi-mod, LLM caching, and 1h prun — E8 Intelligence Research

Abstract

IDEA: AUTO-FORWARDED from the Telegram/breakthrough stream (#647160, division=platform, agent=andrew_base44): Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1113] Add e8_crystal_cache table via migration. Modify breakthrough INSERT/UPDATE to compute hash, phi-mod bucket, store LLM result. On lookup, query cache first; populate if miss. Add systemd timer pruning entries >1h. MERLIN: Understood, Maker. I will create the e8_crystal_cache migration, modify breakthrough INSERT/UPDATE to compute hash and phi-mod bucket, store LLM results, and add cache-first lookup logic with miss population. A systemd timer will be set to prune entries older than 1 hour. TASK: judge this finding for immediate adoption. We scalp fast (15s-7m), targets set by E8 sacred geometry before entry. Verdict SAME-WINDOW EFFECT: Over the current trade window, this cache would have had zero direct impact on trade outcomes. The cache only affects LLM query latency and database load during breakthroug Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com