§ I · State of the Metagraph

Six knowledge bases.
One reasoning substrate.

An interface design study, walked through with illustrative sample data. In this scenario the constellation is healthy. Three pinned personal brands and three active clients are reading and writing back live. Two surfaces want attention: the CAR-T trial corpus has new contradictions awaiting review, and the brand-fit classifier in Meme Shaman is drifting -3.2% against its baseline.

Assets · all KBs 3,094 +148 · 24h
Entities 41,923 +1,840 · 24h
Active workflows 7 3 running · 4 queued
Open contradictions 283 +12 this week
CONSTELLATION · LIVE
six namespaces, one substrate
§ II Your pinned Knowledge Bases the three you opened most this week
§ III What to do next three surfaces would be happier with your attention
Contradictions · awaiting review
23open in GPS Alaska
GT-1200 cold-weather range disputed by field evidence
Topcon's 2022 datasheet guarantees operation to −20°C. Field logs from Fairbanks show consistent failures at −22°C. The bi-temporal resolution is a validity-window split rather than a supersession, because both claims were true at their times.
Open in the Knowledge Map →
Production · drift detected
−3.2%accuracy · 24h trailing
Brand-fit classifier degrading on cold-start queries
The Meme Shaman recipe is failing on prompts it previously passed. Profile-guided optimization proposes a constraint adjustment plus an expanded evaluation set. The fix is one Foundry edit away.
Inspect the drift →
Foundry · ready to ship
3recipes promoted to draft
AndyDataGuy has 3 features ready to productize
Each completed the Agent Redwood 12-component assessment, passed its Playground evaluations, and is waiting for a deliberate promotion. Two would ship as MCP tools, one as an SDK function.
Open the Foundry →
Recent activity · across all KBs
last 20 events · clickable to drill in
live
Seven-stage pipeline
across all knowledge bases
3 active
01 Ingest raw → vault 3,094 / 3,094
02 Refine · clean dedupe · normalize 3,082 / 3,094
03 Refine · explore EDA + clusters 2,841 / 3,082
04 Refine · enrich entities · embed 2,402 / 2,841
05 Productize · design Foundry recipes 14 in draft
06 Productize · ship API · MCP · UI 12 live
07 Profile drift · PGO · promote 8 healthy · 2 drifting
§ V Substrate health the underlying triumvirate
Convex
94ms
p50 query · −12ms vs last week
Graphiti · neo4j
28ms
p50 hop · 24h healthy
Cloud Run · workers
14 up
0 failures · 2 cold starts
AG-UI · SSE
4,212/h
events streamed · 24h