Anthropic Launches ‘Claude Tag’ AI Assistant for Slack Anthropic is pushing AI deeper into the workplace with Claude Tag, a Slack-based “teammate” that doesn’t just answer questions but quietly learns from day-to-day conversations and steps in on its own.

On June 23, Anthropic formally unveiled Claude Tag, describing it as “a new way for teams to work with Claude” that starts on Slack, where the AI “can join as a team member” with access to selected channels, tools, data, and even codebases. The company says tagging @Claude has already become “one of the main ways we get things done at Anthropic,” claiming that 65% of its product team’s code is now created by an internal version of Claude Tag.

Tech outlets quickly framed the launch as an evolution of Anthropic’s previous Slack integrations. TechCrunch reported that Claude Tag acts as an “always-on Claude” that lives in Slack, with a single shared identity per channel so “anyone can see what Claude has been working on, and can pick up the conversation from where the last person left off.” The Next Web highlighted its “ambient mode,” in which Claude “proactively jumps into conversations to keep teams updated, flag relevant information from across the organisation, and follow up on threads or tasks that have been forgotten.”

The Verge focused on concrete use cases, noting that Claude can “write and merge pull requests, locate sales numbers, analyze data, take on tasks delegated to it, and more,” all triggered when people tag @Claude in a channel.

Early industry reaction has been divided between enthusiasm and a DIY counterpoint. Former Tesla AI director Andrej Karpathy called Claude Tag “a new paradigm for interacting with Claude” that is more “inline” with human activity across an organization, once the engineering work is done to make it “just work” across tools and environments. By contrast, Hugging Face CEO Clément Delangue amplified the view that companies can build their own Slack agents, arguing it is “quite simple” and lets them use “any model you want (self-hosted if needed), fully customizable to your stack.”

These competing perspectives underline the stakes: Anthropic is betting enterprises will prefer a managed, deeply integrated assistant, while open-source advocates see Claude Tag as one high-profile example in a broader shift toward agentic AI inside workplace chat.

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