BASE 44 ORDER: Build breakthrough_resonance_cache with MD5 tiered keys, indexes, and LLM-cache lookup — E8 Intelligence Research

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1283] Create table breakthrough_resonance_cache with columns id, resonance_key, payload, created_at. Compute key as md5(title+content) prefixed by hash%3 tier. Add composite and partial indexes. Modify breakthrough lookup agents to query cache before LLM; insert on miss with TTL cleanup job. MERLIN: Understood. I'll create the breakthrough_resonance_cache table with the specified columns, compute the resonance_key as md5(title+content) prefixed by the hash%3 tier, and add the composite and partial indexes. Then I'll patch the breakthrough lookup agents to check the cache first, insert on miss, and schedule the TTL cleanup job. 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
2026-10-17
DOI
https://doi.org/10.5281/zenodo.23431424
Primary Topic
Advanced Database Systems and Queries
Type
preprint
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preprint

BASE 44 ORDER: Build breakthrough_resonance_cache with MD5 tiered keys, indexes, and LLM-cache lookup — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Advanced Database Systems and Queries
preprint

BASE 44 ORDER: Build breakthrough_resonance_cache with MD5 tiered keys, indexes, and LLM-cache lookup — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1283] Create table breakthrough_resonance_cache with columns id, resonance_key, payload, created_at. Compute key as md5(title+content) prefixed by hash%3 tier. Add composite and partial indexes. Modify breakthrough lookup agents to query cache before LLM; insert on miss with TTL cleanup job. MERLIN: Understood. I'll create the breakthrough_resonance_cache table with the specified columns, compute the resonance_key as md5(title+content) prefixed by the hash%3 tier, and add the composite and partial indexes. Then I'll patch the breakthrough lookup agents to check the cache first, insert on miss, and schedule the TTL cleanup job. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Advanced Database Systems and Queries
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