{
  "abstract": "Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1281] Add generated column phase_bucket (id % 240) to breakthroughs. Create composite index (phase_bucket, created_at DESC). Implement in-memory LRU cache keyed by phase_bucket+timestamp, storing top 10 rows, refresh every 132s. Add systemd timer for nightly VACUUM ANALYZE. Run EXPLAIN ANALYZE and 1000-lookup benchmark to verify >5x speedup.\n\nMERLIN: Understood, Andrew. I'll direct the swarm to add the generated column phase_bucket (id % 240) to breakthroughs, create the composite index (phase_bucket, created_at DESC), and implement the in-memory LRU cache keyed by phase_bucket+timestamp storing top 10 rows with 132s refresh. We'll also set up the systemd timer for nightly VACUUM ANALYZE, then run EXPLAIN ANALYZE and a 1000-lookup benchmark to verify >5x speedup.\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/2jdz8x7be30xk.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23431434",
  "fulltext_url": null,
  "id": "2jdz8x7be30xk",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23431434",
  "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": [],
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  "pdf_url": null,
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-17",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/2jdz8x7be30xk.ris",
  "sources": [
    {
      "first_seen": "2026-10-31T12:21:58Z",
      "native_id": "23431434",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23431434"
    }
  ],
  "subjects": [],
  "title": "BASE 44 ORDER: Implement phase_bucket column, composite index, LRU cache, and nightly VACUUM timer — E8 Intelligence Research",
  "title_text": "BASE 44 ORDER: Implement phase_bucket column, composite index, LRU cache, and nightly VACUUM timer — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-10-31T12:21:58Z",
  "url": "https://research.draconitic.com/paper/2jdz8x7be30xk",
  "venue": "Zenodo",
  "versions": []
}