everyone is looking at grok bot like it is five new employees
the more interesting part is that they are not five isolated employees
they share one persistent cloud environment: the same browser sessions, terminal, filesystem and authenticated tools - while a chief of staff can route work between them without waiting for you to open the laptop
that turns one login into infrastructure
a research bot can collect leads, pass them to a writer, hand the result to a designer and let an ops bot update the workflow all inside the same running machine
the upside is obvious: less copying, fewer handoffs and work that continues while you sleep
the blast radius is just as obvious:
- authenticate only the services the whole agent fleet is allowed to reach
- give every bot a narrow role description, because that description becomes its place in the org chart
- keep irreversible actions behind human approval: sending, publishing, spending and production changes
- store skills, configuration and long-term state inside `/workspace`, because the rest of the VM may disappear during an update
- treat shared sessions as shared authority, not as separate bot identities
the same architecture that makes grok bot useful is what makes it dangerous to configure casually
my take: the breakthrough is not that you can hire five AI workers
it is that they can operate like one persistent company inside your real tools and your job changes from prompting every task to designing the permissions, boundaries and handoffs
the full chief-of-staff setup, session handoff model, approval matrix and `/workspace` survival strategy are mapped out in the article ↓
A 4-person ML team at Canva runs AI support across 250M monthly users.
How? They use Langfuse to trace, evaluate, and let non-engineers tune prompts.
Read the story 👇
ChatGPT can now remember your activity across the apps and websites on your computer.
With Computer History in the desktop app, future interactions feel more personalized and require less explanation.
Claude can now build 3D websites. most people still don’t know how.
this complete Claude 3D Web Design course breaks down how to:
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the full course is only about 1 hour.
if you’ve been waiting to learn how to build 3D websites with AI, this is worth saving.
you might wake up tomorrow with a completely new skill.
New in Claude Code: your sessions can now message each other.
Instead of having to re-explain yourself in another session, you can now tell Claude to do it. It sends a summary (not your history or files), and the other session picks it up mid-task.
The ultimate multi-platform integration stack. 🚀 With Narakim's Universal Bot, setup your workflow once and deploy it across Discord, Telegram, and Slack. Clean, simple, efficient.
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Build an intelligent SLACK workspace support bot that can:
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