WEBVTT

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Most agent demos stop at chat.

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Constellation shows what teams actually buy: browser-native
execution in live operations,

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visible changes, and human approval before anything leaves the
page.

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WebMCP is the unlock.

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The page exposes narrow local tools only when they make sense,

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so agent speed keeps control, audit, and recovery.

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One agent pass chooses the venue, builds the vegetarian menu,
budgets

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the room, drafts the invite, and assembles the run of show.

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The plan lands directly in the product surface.

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Panels fill in, and the trace shows the WebMCP calls behind

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each decision.

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Now Launch Shock Drill changes the situation: twelve sponsor
VIPs, no

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extra budget, vegetarian menu stays.

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That state change unlocks recovery.

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The agent replans only after the constraint exists, inside the
same

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budget.

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The recovered plan covers fifty two guests, keeps the menu,
holds

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the two thousand five hundred dollar cap, and preserves a one

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hundred twenty six dollar buffer.

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Approval still gates the artifact.

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The agent stages the revision, but export only unlocks after
the

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human approves.

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The runbook captures venue, menu, budget, invite, timeline,
and Shock Recovery

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provenance in one trace-backed markdown artifact.

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Finally, handoff closes the loop.

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The approved plan becomes Calendar, ICS, email, a Slack Block
Kit

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message, and automation JSON.

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No OAuth is needed for the demo, but the integration contract

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is real.