restore serving hardening (kind validation, bounded caches, built_at) dropped in time-view merge

refresh 20260705095911: 322,951 nodes / 361,079 edges

Time Evolution View: over-time charts, family + full-map scrubbers (start handle, play, asof deep links); build gains nodes.created_at + timeline table

mobile: stacked explorer, visible legend, depth-1 graphs, unclipped tables (desktop pixel-identical)

shadow-mode distilled classifier in gpu phase (fail-safe; zero effect on verdicts)

alerts -> private scratch repo (not public Space discussions)

Robustness hardening: fail-loud refresh (Discussion alerts, gpu supervision, fail-closed guard, retry queue, pinned image), serving hardening (kind validation, bounded caches, cap clamp), build provenance (built_at), heartbeat watchdog

refresh 202607032113: 320,771 nodes / 358,669 edges

Ecosystem Lineage Explorer: models layer UI (kind-aware, per-kind caps, impact + trending tables) + v2 refresh job

refresh 202607031944: 33,918 nodes / 28,818 edges

refresh 202607031919: 32,448 nodes / 27,859 edges

refresh_job: chunk mega-parents, checkpoint verify

refresh_job: no-shrink guard, monotonic cutoff, stale-dump warning

restore June-12 build (refresh deployed pre-mentions edge set; canonical fix incoming)

refresh 202607031757: 24,358 nodes / 20,290 edges

host refresh_job.py for self-updating scheduled refresh

hover-to-highlight neighborhood

iconclass family edges (list-column verifier fix)

search autocomplete (/api/search), shareable ?dataset= deep links + back-button history, loading states

lineage.db: +7.3k judged mention-mined edges, createdAt direction fixes (24.5k inferred edges)

db: prefer bucket-mounted /data/lineage.db with baked-in fallback

ux: additive filter (click=narrow, more=add) + hub-link icons on every dataset row

explorer: clickable legend filter (toggle relationship types in map + ego views)

explorer: adaptive layout — force for hubs (high fan-out), hierarchical for chains

v3: LLM-judge consensus labels (vLLM Qwen3.6-35B-A3B on 18k edges)

v2 classifier: audit-driven type fixes (schema-check exact_copy, lang-hint translations, demote name-only cleaned, categorical filter)

explorer: overall map default (hubs+chains, sized by derivatives) + corner colour legend

analysis dashboard (Overview tab) + Explorer; type/copy/translation/producer breakdowns

perf: no child cap; hierarchical no-physics layout, straight edges, selective labels, gzip

Tufte restyle + examples dropdown + lru_cache/graph-cap/cache-headers perf

scale: +offset-45k slice

scale: merged 45k parent-seeded run (~11k inferred edges)

fix: drop self-loops + break mutual cycles (DAG)

enrich: 19k-partial lineage.db

full 8k-run lineage.db (1860 inferred edges)

v0: partial-data lineage explorer (FastAPI + vis-network)

initial commit