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Manus 2.0

On 28 September 2026 Manus released Manus 2.0, presented as a new architecture and new products: an in-house agent harness called Cascade, a purchasable Cloud Computer, event-triggered automations, and a shared workspace, Manus Studio.

Robotic arm connects a small computer to a shared workspace board.

On 28 September 2026, Manus released Manus 2.0 [1]. The company presents it not as a version bump but as a new architecture, new products and new capabilities [1]. That distinction shapes how the announcement reads: the changes sit at several different levels — the layer that runs the agent, the environment that layer runs in, the triggers that start work, and the workspace where the output lands.

Cascade

The centre of the release is Cascade, a new agent harness built in-house [1]. A harness is the machinery around a model that decides what the model is given at each step, which tools it may call, and how the steps of a job are ordered. Cascade's principle is to keep a project light at the start and to bring in specialised capabilities only when the work needs them [1]. An agent therefore does not begin with every tool already loaded; more capability is added as the task calls for it.

The point of that arrangement is that the outputs of a piece of work stay together. With Cascade, the brief, the page, the video and the automation remain part of one connected project [1], rather than each becoming a separate job with its own context to rebuild.

Manus reports that in one tested configuration the arrangement used 23.2% fewer tokens, 28.2% less time and 32% lower cost [1]. Those figures come from one tested configuration, so they describe a particular setup rather than every kind of workload.

Cloud Computer

Cloud Computer is a purchasable dedicated environment [1]. It is aimed at projects that need a server which stays up, or an automation that runs around the clock [1]. An environment of this kind is a different proposition from a session that ends when it is closed: the work has a place to live and can keep going without someone starting it again.

Automations

Automations extend scheduled tasks [1]. Scheduling means a job starts at a time someone chose in advance; an event trigger means a job starts because something happened. Manus lists email, ad performance, the calendar, Slack and Notion as sources that can start work [1]. For tasks that should follow the state of the world rather than the clock — a message arriving, a campaign's numbers moving — that is the difference between checking repeatedly and being told.

Manus Studio

Manus Studio replaces the desktop app with a shared workspace for people and AI [1]. It covers documents, spreadsheets, PDFs, slides, websites, code, games and video [1]. Two professional environments are added inside Studio: Video Editor and Game Dev, areas where the company says the bar is especially high [1].

Video Editor exposes the timeline [1]. Clips, images, text, motion graphics and audio stay separate pieces that can be swapped instead of regenerating the whole video [1]. Anyone who has worked with a generative video tool will recognise the trade-off being addressed: producing a whole clip again in order to change one caption or one shot is slow and unpredictable, whereas a timeline lets a single element be replaced while everything else stays as it was.

What the release amounts to

Taken together, the four parts cover the path a piece of work takes: Cascade runs it, Cloud Computer gives it somewhere to run continuously, Automations decide when it starts, and Studio is where it is edited and delivered. The release is therefore best read as a rearrangement of the whole pipeline rather than a single added feature, which is what the company's own framing claims [1]. The reported efficiency numbers are the concrete part of that claim, and they are stated for one tested configuration [1].

Sources

  1. 1

Cite this page: Manus 2.0. TellWorld, https://www.tellworld.net/news/manus-2-0-2026. Updated 2026-11-07

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