What shipped.
When.
Drift detection
When a source changes, downstream answers that may now be stale are flagged automatically.
Audit log export
One-click export to S3 / Splunk / Datadog. Per-query attribution with user, agent, and returned context IDs.
Slack & HubSpot connectors GA
Both moved out of beta with full ACL mirroring and continuous reconciliation.
Dynamic MCP tool descriptions
Agents see tool descriptions generated from your own corpus, so they know which source to query before they ask.
Health scoring v2
Now blends retrieval frequency, agent feedback signals, and freshness. Tunable weights per workspace.
Per-connector OAuth scopes
Read-only enforcement on every connector. JWT on every endpoint with rotating HS256 secrets.
Context graph traversal
Typed relationships (depends-on, related-to, supersedes, part-of) returned alongside retrieved contexts.
Initial self-hosted release
Go API server, Python worker, Postgres + pgvector, Next.js dashboard. End-to-end MCP loop with five connectors.