{
  "topic": "ao-context",
  "title": "Agent ops: context windows",
  "claim": "Usable window length, long-context limits, and retrieval trees.",
  "notes": [
    {
      "slug": "ao-context-evolving-playbooks",
      "title": "Grow agent context as a playbook, not a rewritten summary",
      "url": "https://iinventedlight.com/library/notes/ao-context-evolving-playbooks/",
      "status": "published"
    },
    {
      "slug": "ao-context-long-context-limits",
      "title": "Long context is shorter than advertised",
      "url": "https://iinventedlight.com/library/notes/ao-context-long-context-limits/",
      "status": "published"
    },
    {
      "slug": "ao-context-longbench-v2",
      "title": "LongBench v2: long-context reasoning is still hard",
      "url": "https://iinventedlight.com/library/notes/ao-context-longbench-v2/",
      "status": "published"
    },
    {
      "slug": "ao-context-million-token-windows",
      "title": "Million-token context windows: what Gemini 1.5 reported",
      "url": "https://iinventedlight.com/library/notes/ao-context-million-token-windows/",
      "status": "published"
    },
    {
      "slug": "ao-context-retrieval-trees",
      "title": "Retrieval trees: summarizing chunks into levels (RAPTOR)",
      "url": "https://iinventedlight.com/library/notes/ao-context-retrieval-trees/",
      "status": "published"
    }
  ],
  "artifact_refs": [],
  "confidence": "medium",
  "as_of": "2026-11-09",
  "license": "Index of CC-BY-4.0 library notes; underlying source licenses remain on each note",
  "schema": "https://iinventedlight.com/library/schemas/topic-packet.schema.json"
}