BASE 44 ORDER: Add e8_cache table with LLM middleware hashing and cron rebalancing — E8 Intelligence Research

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1097] Add e8_cache table. In LLM middleware, hash prompt, mod 240 for bucket. Query e8_cache with hash & bucket, TTL check. On miss, call LLM, insert row. Add cron to rebalance buckets by frequency. MERLIN: Understood. You want to add an e8_cache table, hash prompts mod 240 for bucket lookup, query with TTL check, call LLM on miss and insert row, plus a cron job to rebalance buckets by frequency. The swarm will implement this enhancement in the platform codebase and schedule the rebalancing cron. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-14
DOI
https://doi.org/10.5281/zenodo.21928926
Primary Topic
Spam and Phishing Detection
Type
preprint
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BASE 44 ORDER: Add e8_cache table with LLM middleware hashing and cron rebalancing — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Spam and Phishing Detection
preprint

BASE 44 ORDER: Add e8_cache table with LLM middleware hashing and cron rebalancing — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1097] Add e8_cache table. In LLM middleware, hash prompt, mod 240 for bucket. Query e8_cache with hash & bucket, TTL check. On miss, call LLM, insert row. Add cron to rebalance buckets by frequency. MERLIN: Understood. You want to add an e8_cache table, hash prompts mod 240 for bucket lookup, query with TTL check, call LLM on miss and insert row, plus a cron job to rebalance buckets by frequency. The swarm will implement this enhancement in the platform codebase and schedule the rebalancing cron. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Spam and Phishing Detection
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