01

The flow

Private sources export into stable, minimized text artifacts that downstream tools can read without receiving write access to the originals.

02

The useful idea

A boring read-only bridge is often the safest integration. It creates an inspectable boundary, survives provider quirks, and prevents an assistant from rewriting the source of truth.

knowledge managementsyncread-only