NetOps Copilot

Public demo. Runs here use a deterministic stand-in for Muse Spark (no API key on a public page) on a lab of your own: approve, roll back and reset freely. The recordings below were captured on the real Muse Spark API. Source

Recorded on real systems

muse-spark-1.3 · lab simulator: Cisco IOS and Huawei VRP config models · 2026-11-01 21:22 UTC
muse-spark-1.3 · lab simulator: Cisco IOS and Huawei VRP config models · 2026-11-01 21:23 UTC
meta-models/muse-spark-open-1026 (Baseten · open weights) · lab simulator: Cisco IOS and Huawei VRP config models · 2026-11-02 08:22 UTC
muse-spark-1.3 (Meta Model API) · lab simulator: Cisco IOS and Huawei VRP config models · 2026-11-02 09:26 UTC

Change request

Try:

Inventory

site-a cisco ios
site-b huawei vrp
core cisco ios

Policies

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Change log

No change applied yet.

Guarantees

Every model output is schema-validated
The agent's tools are read-only: it can look, never change
An independent reviewer, in a separate session, can only escalate a change to you
Text in an image is data, never instructions: what the model reads goes through the same checks
Safety gate and dry-run are deterministic: no LLM decides what is safe
Nothing is applied without human approval
Every change ships with a rollback proven to restore the original

Runs appear here. Pick an example on the left to start.