Snapshots and rollback

Design memory so bad state can be inspected and recovered.

Snapshots, diffs, and rollback are operational recovery primitives around durable agent state.

Install pathPyPI package
RuntimeHosted Cloud
InterfacePython + CLI + MCP
Releasev2.2.0
when

Use recovery workflows before high-risk changes.

Before migration

Capture a boundary before a data model or memory schema change.

Before agent autonomy

Checkpoint state before a long-running automated workflow.

After incident

Inspect what changed and recover from bad durable memory.

operator.flow

Think in checkpoint, diff, preview, restore.

1. snapshot

Create a checkpoint before the risky change. Creating is metered; listing is free. Neither returns the checkpoint contents.

2. diff

Compare the checkpoint against current state, or against another checkpoint. Free, and values are redacted unless you explicitly ask for them.

3. rollback preview

Free and non-destructive. Reports what would be created, updated, and removed, and returns a short-lived confirmation token.

4. rollback execute

Destructive. Requires that token and a reason. Permanently discards everything created or changed since the checkpoint.

guardrails

Execute is guarded so an agent cannot silently destroy state.

The confirmation token is single use and is bound to the project, the snapshot, the reason, and the state root observed at preview time. If a commit lands between preview and execute, the restore is refused with state_changed_since_preview instead of discarding the newer write. An expired token returns rollback_confirmation_expired, and you take a fresh preview. Show a human the preview before executing.

boundary

Do not use rollback to hide history.

Rollback is for recovery. The audit trail keeps the reason and the affected-key counts for every restore, so teams can understand why state changed and what was restored. Restored and deleted values are never returned by the API. Forget is likewise audited, and is not regulatory erasure: privacy erasure is a separate admin lifecycle.