BASE 44 ORDER: Build breakthrough_cache table and integrate Python agent caching — E8 Intelligence Research
- 1Independent Researcher, United Kingdom
Abstract
Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1275] Create breakthrough_cache table with bucket_id, payload, created_at. Add composite index (bucket_id, created_at DESC). In Python agent, compute bucket_id = floor(epoch/132)%240, check cache for last 5 min, else run heavy query and insert result. Add nightly VACUUM timer.
MERLIN: Understood. I'll create the breakthrough_cache table with bucket_id, payload, and created_at, plus the composite index on (bucket_id, created_at DESC). The Python agent will compute bucket_id as floor(epoch/132)%240, check the last 5 minutes of cache, and only run the heavy query on a miss. I'll also schedule a nightly VACUUM timer for that table.
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 breakthrough_cache table and integrate Python agent caching — E8 Intelligence Research}},
author = {Andrew Stewart Caldin},
howpublished = {Zenodo},
year = {2026},
month = oct,
doi = {10.5281/zenodo.23409522},
url = {https://zenodo.org/records/23409522},
note = {CC BY 4.0},
}
RIS
TY - UNPB
TI - BASE 44 ORDER: Build breakthrough_cache table and integrate Python agent caching — E8 Intelligence Research
AU - Andrew Stewart Caldin
PY - 2026
DA - 2026/10/16
PB - Zenodo
DO - 10.5281/zenodo.23409522
UR - https://zenodo.org/records/23409522
AB - Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1275] Create breakthrough_cache table with bucket_id, payload, created_at. Add composite index (bucket_id, created_at DESC). In Python agent, compute bucket_id = floor(epoch/132)%240, check cache for last 5 min, else run heavy query and insert result. Add nightly VACUUM timer. MERLIN: Understood. I'll create the breakthrough_cache table with bucket_id, payload, and created_at, plus the composite index on (bucket_id, created_at DESC). The Python agent will compute bucket_id as floor(epoch/132)%240, check the last 5 minutes of cache, and only run the heavy query on a miss. I'll also schedule a nightly VACUUM timer for that table. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
ER -