teams

Retrieval augmented generation in plain terms: put the relevant facts in front of the question. How to feed the chat, docs, and code your team already uses into a knowledge base anyone can ask, and why weighting beats volume.

Buzz is an open-source team chat from Jack Dorsey's Block where AI agents are members of the channel. What that buys you (swap the model, keep the context), what it can already do, and whether your team should try it yet.

Grok Bot, the new beta app from SpaceXAI and Cursor, gives you a team of AI agents that keep working with your laptop shut, each on its own cloud computer. How work gets routed between them, how recorded skills and triggered routines run themselves, and which work should stay at your desk.

Allie K. Miller runs 34 AI agents, and her day is reviewing what they propose, deciding, and handling escalations. What an agent needs before it can start work you never assigned (written goals, fresh context, tools, triggers), the four-stage ramp from one agent to a workforce, and the watchdog jobs worth assigning first.

Skills built on one person's machine stay there, and the copies you send around go stale the moment anyone edits one. Put the team's skills in one GitHub repository, install it as a plugin, and every edit reaches every teammate's agent.

Claude Design asks the questions a designer would, keeps your colors and fonts in a design system your whole team reuses, and fixes whatever a teammate circles in a comment. When it beats a plain chat, and the path from brand system to finished asset.