Operations

Day-two controls stay explicit.

Operators need inspectable runtime state, bounded restore paths, and a clear difference between a failed write and a successful durable commit.

Install from PyPIReview trust posture
Install pathPyPI package
RuntimeHosted Cloud
InterfacePython + CLI + MCP
Releasev2.1.3
Operator surface

Keep the risky moves visible.

start

Show the shortest path from install to first hosted memory.

login

Save a hosted API key locally so env export is optional.

quicktest

Run one hosted commit, recall, and status smoke.

doctor

Inspect local config and Cloud runtime posture.

api keys

Create, rotate, and revoke hosted API keys.

billing

Move from 7-day trial to Pro, Team, Scale, or Enterprise.

mcp

Attach hosted recall and commit to coding agents.

support

Use support paths for Scale, Enterprise, or migration review.

Production posture

Start with recovery, not just happy-path recall.

Persistence

Write failures must surface as failures.

Observability

Health and metrics stay part of the runtime contract.

Restore

Snapshot, diff, and rollback stay deliberate operator moves.