Add persistence seams for durable state adapters

OpenJibo/docs/feature-backlog.md

@@ -888,7 +888,8 @@ For `1.0.19`:
 8. Holidays and seasonal personality behavior built on the new memory/proactivity foundation
 9. Durable memory persistence path (multi-tenant backing store)
   - reference design captured in `docs/persistence-architecture.md`
-  - next implementation pass should tighten the store contracts around account/loop/device/person scoping and record versioning
+  - store contracts are now tightened around account/loop/device/person scoping, revision tracking, and explicit load/save boundaries
+  - next implementation pass should split the in-memory adapters from the eventual Azure-backed adapters while keeping the application seam stable
 10. Update, backup, and restore proof
 11. STT upgrade and noise screening
 12. Hosted capture/storage plan / indexing for group testing

OpenJibo/docs/release-1.0.19-plan.md

@@ -94,6 +94,7 @@ The goal is to port these in small batches, capture the source-backed phrasing w
 - implement memory-ready schemas and repository contracts for user facts (names, birthdays, personal dates, preferences) with strict tenant scoping
 - seed person-aware state keys now so future interactions can scope to account + loop + device + person without another shape change
 - keep stateful interaction flows repository-backed instead of embedding more ad hoc metadata in the websocket layer
+- the store seam now exposes revision metadata plus explicit load/save boundaries so durable adapters can drop in later without changing behavior code
 
 ### 6. Multi-Server Sync Path