
Anthropic has launched Claude Tag, a Slack integration that embeds its Claude AI directly into team channels, allowing members to collaborate with a shared AI assistant rather than using one-on-one conversations.
Internally, Anthropic says an early version of the tool already generates 65 percent of code on its product team, indicating potential for significant workflow augmentation.
What happened
Anthropic introduced Claude Tag, a new Slack integration that lets teams tag @Claude in channels to assign tasks. Admins grant the model access to selected channels, tools, and data sources; team members then describe work in plain language, and Claude breaks tasks into steps, executes them, and reports results in a thread.
Why it matters
Rather than one-on-one chat, Claude Tag creates a shared AI assistant per channel that all members can see and collaborate with, building context over time. Internally, Anthropic reports that an early version already generates 65 percent of the code on its product team, suggesting the tool can meaningfully augment engineering workflows.
What to watch
Claude Tag is available now in beta for Claude Enterprise and Team customers. It replaces the older "Claude in Slack" app, with a 30-day migration window for admins. The tool runs on Opus 4.8.
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