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The memory layer, getting sharper.

A running record of what shipped. The short version: more sources, more control, more proof.

  1. July 2026

    Memory groups + RBAC

    Share memories by role and ask across every group you can see. Viewer and admin roles, per-record access, and code-defined access policies (Rego) for advanced control. References only: no content is copied between groups.

  2. June 2026

    Desktop app: server-side source ingestion

    Connect Google Drive, OneDrive, GitHub, Outlook, Teams, and SharePoint once. Set the sync frequency and close the app; ingestion runs server-side, continuously.

  3. May 2026

    MOps pricing

    Pay for memory operations and stored volume, not seats. Builder, Startup, Team, Scale, and sovereign Enterprise tiers match capacity to the workload.

  4. April 2026

    Provable deletion + hash-linked audit chain

    Forget by instruction, policy, or retention window. Every read and write lands in an append-only, hash-linked audit trail your security team can inspect.