Knowledge Plane is shared, self-updating memory for engineering teams and AI agents, unifying code, docs and chats.
What it does
Knowledge Plane provides shared memory for engineering teams and their AI agents, turning code, docs and chats into one continuously updated source of truth. It combines a typed knowledge graph with vector embeddings, keeps facts fresh via scheduled skills, and cites sources with owner and timestamp. It connects to tools over MCP and HTTP and is in private beta.
Core features
Auto-refreshing knowledge graph
Graph plus vector memory
MCP and HTTP API integrations
Source citations with owner/timestamp
Workspace isolation and audit logs
Cloud or self-hosted deployment
Best for
→Keeping AI tools' context current
→Shared team memory
→Traceable AI-assisted engineering
→Preserving decisions and solutions
Reviews
Big-picture takes: what it's for and whether it delivers. High-engagement YouTube videos — not sponsored.