What shipped, in order.

Snapshots now include memory, so forks resume mid‑process. Available in the CLI, SDK and dashboard.

The hosted MCP endpoint is out of beta. Fourteen tools, per‑user desktops, and first‑class support in Claude, Cursor and Codex.

Wake latency dropped from 120 ms to about 40 ms after moving page‑in to a userspace prefetcher.

Network allow‑lists live in kernal.toml and roll out with deploys. Changes are audited per machine.

Copy on your machine, paste inside the agent’s desktop. Works in both directions and respects the egress policy.

A race between the block cache and lazy restore could leave a fresh fork read‑only for a few seconds. Resolved.

Async everywhere, typed responses, and streaming exec. pip install kernal‑sdk.