Models & LabsUnited States

Anthropic's Claude can now orchestrate up to 1,000 AI agents in parallel through dynamic workflows

Credited to The Decoder · the-decoder.com5h ago

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Anthropic is adding dynamic workflows to its Claude Managed Agents, bringing multi-agent orchestration to the platform. The managed agent infrastructure has been around for a while, but dynamic workflows are new. A lead agent creates a plan, distributes tasks to sub-agents, and merges the results when they're done. Up to 1,000 agents can run in parallel per execution.

Whether this is cost-effective seems debatable. A senior OpenAI engineer recently called agent swarms a massive waste of tokens, but Anthropic points to its own testing: The team hid 70 bugs in a 116,000-line codebase and found that a single agent caught between 14 and 27 per run, while the dynamic workflow consistently hit 66. Whether those gains hold across different task types remains to be seen, so, as always, it's worth testing with your own workloads.

To activate dynamic workflows, select the "multiagent_20261001" agent type. Because these workflows can burn through "a lot of tokens," Anthropic recommends starting small. You can get going through the documentation or by running "/claude-api managed-agents-onboard" in Claude Code. Ad Ad

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Models & Labs · United States

Claude is turning into an office suite

Credited to TechCentral · techcentral.co.za · 17h ago

Anthropic is building something that looks increasingly like an office suite. On Thursday, the AI company added live data dashboards and animated video explainers to its Claude chatbot, and moved its document, presentation and design tools out of testing and onto every Claude plan, including the free one.

The additions put Anthropic in more direct competition with Microsoft 365 and Google Workspace for everyday office work, and with business intelligence tools such as Tableau and Microsoft’s Power BI for data analysis.

They also complicate Anthropic’s relationship with Microsoft, one of its biggest partners. Microsoft already uses Claude models inside Copilot, its own AI assistant, and in March unveiled a Copilot agent tool based on Anthropic’s Claude Cowork product.

The bigger of the two new tools, Claude Dashboards, connects to company data warehouses – Amazon Redshift, BigQuery, ClickHouse, Databricks and Snowflake – and to CRM systems such as Salesforce. Users ask a question in plain language, and Claude writes the database queries, builds the charts and keeps the dashboard current as the underlying data changes.

Each chart shows the query behind it, which Anthropic says lets users check how a figure was produced – a nod to concerns about AI models presenting confident but wrong answers. Dashboards can be exported to analytics tools including Amplitude, Grafana, Hex and Mixpanel, with Looker, monday.com and Tableau support to follow.

Dashboards is in beta on all paid Claude plans. On enterprise plans, it is switched off until an administrator enables it.

Video without the deepfakes

The second tool, Claude Motion, turns prompts into short animated explainers – for example, a quarterly report condensed into a 30-second video for a staff meeting, or an animated chart for a board presentation. Users can edit the result in a built-in editor or by asking Claude for changes, and export it as an MP4 file.

Unlike OpenAI’s Sora or Google’s Veo, Claude Motion does not use a video-generation model. Claude writes code that animates text, charts, shapes and images, so the output contains no generated footage and no AI-generated people. Animations can be opened for further editing in tools from companies including Adobe, Descript, Runway and Luma AI.

Motion is in beta on Anthropic’s Team and Enterprise plans only.

Anthropic has not introduced new prices for the tools. Both count towards each plan’s existing usage limits, and longer animations use more of that allowance.

Claude Docs, Slides and Design, which became generally available on Thursday, gain team collaboration, mobile editing, customer-managed encryption keys and improved export to PowerPoint, PDF and Google Slides.

The launch is the latest move in an increasingly aggressive contest between AI developers for business customers. Anthropic and OpenAI have been battling for enterprise market share, with workplace productivity – rather than consumer chatbots – emerging as a key source of revenue. — (c) 2026 NewsCentral Media, with additional reporting (c) Reuters