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agent-swarm.dev · live snapshot 2026-10-16

Notes

What this is

Baked snapshot — no live queries, no time animation. Orbit to look around; strata are stacked top-to-bottom: embedding → other systems → kv → agent-fs.

Method

Embedding x/y is PCA (2 components, power-iteration on the real embedding vectors), not UMAP — a full UMAP implementation was not available without shipping the whole embedding matrix through the page. PCA preserves global variance/distance better than UMAP but overlaps local neighborhoods more, the opposite tradeoff from UMAP. Don't read local clusters here as tight topical groups.

Z (depth within the embedding layer) is real: (0.5^(age/halfLife) - 1) × 8, the same recency-decay half-life the memory reranker uses per source.

Source legend

task learning — 14 day half-life
session summary — 7 day half-life
curated by a human — never decays
indexed file — 180 day half-life

Scope legend

agent-scoped   swarm-scoped

Reputation

usefulness = 2·α/(α+β), the reranker's live Beta-distribution score per memory. Most memories have never been rated (Beta(1,1)) and sit exactly at the neutral midpoint, 1.0 — that is the expected shape of the distribution, not a rendering bug.

Links

Solid lines: memory_link wikilinks (live, feed retrieval). Dashed/other-systems labels: agent_memory_edge rows, recorded but not used by retrieval today, plus memory_link rows of type pr/agent-ui.

Agent-fs

Shown at directory granularity, not per-file. Directory names are anonymized (dir-001, dir-002, …) for this public snapshot; real sizes, file counts and parent/child structure are preserved.

KV

Namespace names are anonymized (ns-01, ns-02, …) for this public snapshot; row counts are real. Grid position carries no semantic meaning.