Feature
Windows 365 for Agents uses ephemeral Cloud PCs that agents check out and check in. When an agent's Cloud PC is recycled, all local state is lost. MemContext needs to survive this.
Design
- On check-in: flush local SQLite to persistent storage (Azure Blob / shared drive)
- On check-out: hydrate local SQLite from persistent storage
- Agent resumes with full memory context on a new Cloud PC
Why This Matters
This is THE differentiator for enterprise agentic platforms. Without persistent memory across ephemeral sessions, agents lose context every time infrastructure recycles.
Implementation
- Add
memcontext sync push / memcontext sync pull CLI commands
- Hook into W365 agent lifecycle events
- Support Azure Blob Storage and S3 as backends
Priority: Critical | Milestone: v0.4-enterprise
Feature
Windows 365 for Agents uses ephemeral Cloud PCs that agents check out and check in. When an agent's Cloud PC is recycled, all local state is lost. MemContext needs to survive this.
Design
Why This Matters
This is THE differentiator for enterprise agentic platforms. Without persistent memory across ephemeral sessions, agents lose context every time infrastructure recycles.
Implementation
memcontext sync push/memcontext sync pullCLI commandsPriority: Critical | Milestone: v0.4-enterprise