Source details
- Original source
- Allie K. Miller
- Published
- 2026-07-21
- Primary topic
- AI Agents
Why it matters
Agent products, browser agents, autonomous workflows, operator systems, and orchestration tools. This item originated as a short-form social post, so the context blocks below help expand it into tools, models, and evaluation guides.
What happened
Multiplayer mode with AI is incredibly underrated and underutilized. Cat Wu shared that 65% of Anthropic’s product engineering team PRs are closed via Claude Tag sitting inside of Slack, and not single player Claude Code. Claude Tag: - sits in your collaboration spaces, like Slack, instead of an individual’s desktop - can be added into specific threads - can be prompted by anyone on the team - can act as a watchdog, waiting for triggers to proactively complete work - can maintain thread-specific memory - best for not-your-most-complex problems Anything that we’re working on as a team, we’re leveraging AI agents in shared spaces now.
What to do next
Move into automation and workflow tools next so you can evaluate whether the agent story is actionable or still mostly experimental.
Multiplayer mode with AI is incredibly underrated and underutilized. Cat Wu shared that 65% of Anthropic’s product engineering team PRs are closed via Claude Tag sitting inside of Slack, and not single player Claude Code. Claude Tag: - sits in your collaboration spaces, like Slack, instead of an individual’s desktop - can be added into specific threads - can be prompted by anyone on the team - can act as a watchdog, waiting for triggers to proactively complete work - can maintain thread-specific memory - best for not-your-most-complex problems Anything that we’re working on as a team, we’re leveraging AI agents in shared spaces now.
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