BASE 44 ORDER: Build error syndrome cache table and integrate MD5 lookup into Python agents — E8 Intelligence Research
- 1Independent Researcher, United Kingdom
Abstract
Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1343] Create table breakthrough_error_syndrome_cache (id bigserial primary key, breakthrough_id int, error_signature text, correction_waveform jsonb, created_at timestamptz default now()); add partial unique index on (breakthrough_id, error_signature); implement md5 signature lookup in Python agents before LLM calls; insert on miss; add systemd timer for nightly purge older than 30 days.
MERLIN: Understood. I will create the breakthrough_error_syndrome_cache table with the partial unique index, then update the Python agents to compute an MD5 error signature and check the cache before any LLM call, inserting on a miss. I will also add a systemd timer to purge entries older than 30 days nightly. The swarm will execute this schema change and agent logic update now.
Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
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BibTeX
@misc{caldin2026base,
title = {{BASE 44 ORDER: Build error syndrome cache table and integrate MD5 lookup into Python agents — E8 Intelligence Research}},
author = {Andrew Stewart Caldin},
howpublished = {Zenodo},
year = {2026},
month = oct,
doi = {10.5281/zenodo.23587079},
url = {https://zenodo.org/records/23587079},
note = {CC BY 4.0},
}
RIS
TY - UNPB
TI - BASE 44 ORDER: Build error syndrome cache table and integrate MD5 lookup into Python agents — E8 Intelligence Research
AU - Andrew Stewart Caldin
PY - 2026
DA - 2026/10/23
PB - Zenodo
DO - 10.5281/zenodo.23587079
UR - https://zenodo.org/records/23587079
AB - Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1343] Create table breakthrough_error_syndrome_cache (id bigserial primary key, breakthrough_id int, error_signature text, correction_waveform jsonb, created_at timestamptz default now()); add partial unique index on (breakthrough_id, error_signature); implement md5 signature lookup in Python agents before LLM calls; insert on miss; add systemd timer for nightly purge older than 30 days. MERLIN: Understood. I will create the breakthrough_error_syndrome_cache table with the partial unique index, then update the Python agents to compute an MD5 error signature and check the cache before any LLM call, inserting on a miss. I will also add a systemd timer to purge entries older than 30 days nightly. The swarm will execute this schema change and agent logic update now. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
ER -