{
  "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.\n\nMERLIN: 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.\n\nAuthor: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com",
  "abstract_shown": true,
  "affiliations": [
    "Independent Researcher, United Kingdom"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 1,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Andrew Stewart Caldin"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/dsc8s2vjk4gzs.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23587073",
  "fulltext_url": null,
  "id": "dsc8s2vjk4gzs",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23587073",
  "language": "eng",
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [],
  "openalex": null,
  "pdf_url": null,
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-23",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/dsc8s2vjk4gzs.ris",
  "sources": [
    {
      "first_seen": "2026-11-06T12:21:53Z",
      "native_id": "23587073",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23587073"
    }
  ],
  "subjects": [],
  "title": "BASE 44 ORDER: Build breakthrough phase cache and wire ingestion + lookup — E8 Intelligence Research",
  "title_text": "BASE 44 ORDER: Build breakthrough phase cache and wire ingestion + lookup — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-11-06T12:21:53Z",
  "url": "https://research.draconitic.com/paper/dsc8s2vjk4gzs",
  "venue": "Zenodo",
  "versions": []
}