BASE 44 ORDER: Build breakthrough phase cache and wire ingestion + lookup — E8 Intelligence Research
- 1Independent Researcher, United Kingdom
Abstract
Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1340] Create table breakthrough_phase_cache (id BIGSERIAL, phase_key TEXT, bucket_id INT, payload JSONB, created_at TIMESTAMPTZ DEFAULT now()). Add composite index (bucket_id, phase_key). Modify breakthrough ingestion to insert 3 rows per phase_key (bucket_id = h%240, (h+1)%240, (h+2)%240). Update Python lookup agent to query cache before LLM, write on miss.
MERLIN: Understood. I'll create the breakthrough_phase_cache table with the composite index, modify ingestion to insert 3 rows per phase_key using bucket_id = h%240, (h+1)%240, (h+2)%240, and update the Python lookup agent to check cache before calling the LLM and write on miss. The swarm will now implement and deploy this enhancement.
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 phase cache and wire ingestion + lookup — E8 Intelligence Research}},
author = {Andrew Stewart Caldin},
howpublished = {Zenodo},
year = {2026},
month = oct,
doi = {10.5281/zenodo.23587073},
url = {https://zenodo.org/records/23587073},
note = {CC BY 4.0},
}
RIS
TY - UNPB
TI - BASE 44 ORDER: Build breakthrough phase cache and wire ingestion + lookup — E8 Intelligence Research
AU - Andrew Stewart Caldin
PY - 2026
DA - 2026/10/23
PB - Zenodo
DO - 10.5281/zenodo.23587073
UR - https://zenodo.org/records/23587073
AB - Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1340] Create table breakthrough_phase_cache (id BIGSERIAL, phase_key TEXT, bucket_id INT, payload JSONB, created_at TIMESTAMPTZ DEFAULT now()). Add composite index (bucket_id, phase_key). Modify breakthrough ingestion to insert 3 rows per phase_key (bucket_id = h%240, (h+1)%240, (h+2)%240). Update Python lookup agent to query cache before LLM, write on miss. MERLIN: Understood. I'll create the breakthrough_phase_cache table with the composite index, modify ingestion to insert 3 rows per phase_key using bucket_id = h%240, (h+1)%240, (h+2)%240, and update the Python lookup agent to check cache before calling the LLM and write on miss. The swarm will now implement and deploy this enhancement. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
ER -