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577 contributions to Clief Notes
Something is coming 👀
Been heads down on something the past month plus. Not a lesson, nor a Tea round but more like the layer under all of it. Kept seeing the same thing in comments and onboarding calls: People not knowing where to even start or if something’s already been covered somewhere in here. We're working on fixing that. Not ready to put it in your hands yet.
0 likes • 2h
@Alex Brown that's Jake's job
1 like • 2h
@Carla Bosteder not even waterboarding will get your answer LOL
I don't understand ICM
I've been part of this community and see all of the use cases and projects. I've tried to implement, but the truth is I don't understand it enough to use it successfully. I've been more frustrated than anything. To see what's possible from the community, but not be able to execute it is driving me crazy. What am I missing? Can someone help? How did you learn and master it? What was your process? I've tried on my own and I'm tired of failing.
2 likes • 3h
@Daniel Truelove Jr. Silly question, I know, but have you at least watched this? It's also in the Foundations Classroom. (Edited: Added another source)
Multiplayer AI with tmux (linux)
You can put two people in the same AI chat session — Linux has had the tool for 20 years In short: => ICM on a linux server - all files and folders that are shared with others live here => co-workers connecting to this server and working with the files and folders => tmux allows shared chatrooms with AI agents Most AI coding tools give you a private conversation. You and the agent, in your own window. If a colleague wants to see what you are doing, you screenshot it or you paste it into chat. There is a much older way to solve this, and it turns out to work beautifully with AI agents: tmux. What tmux does tmux is a terminal multiplexer. Two useful things about it: - A session keeps running when you disconnect. Close your laptop, come back tomorrow, everything is still there. - More than one person can attach to the same session at the same time. That second point is the interesting one. Two people attached to one tmux session see the same screen, live. Not a shared screen recording — the actual terminal, for both of them. What that gives you with an AI agent Run your agent inside a tmux session instead of a plain terminal, and the conversation becomes something several people can join. Anna starts a session for the website redesign. She asks the agent to go through the stylesheets. Ben joins twenty minutes later, sees the whole conversation already there, reads what has been decided, and types the next question himself. Same agent, same context, no handover meeting. When Anna closes her laptop, nothing stops. The session lives on the server. Why this is worth knowing The usual way to get shared AI sessions is a hosted platform: your conversation lives on someone else's servers so that several people can reach it. With tmux you do not need that. The session runs on a machine you already have — a small Linux server, a virtual machine, whatever your team uses. Nothing leaves it. For anyone working with client data or under data-residency rules, that distinction matters more than any feature.
0 likes • 13h
@Arjen Stet with 68 contributing, not a bad place to start
1 like • 4h
@Arjen Stet Frikn awesome! I work primarily in remote dev containers and herdr has been a gem. Besides, I killed the mouse years ago 😇
CoPilot
Yes. I’m being forced to the dark side. I’m looking to push all of our learnings we have here into the framework of what’s possible inside Enterprise security. My first step is to add this post to the community and see if you will drop wisdom, repos, and guidance in the comments. Thank you kindly.
0 likes • 1d
It could be worse...without an enterprise license...lol
They work WITH the ICM
Feed these papers to your ai and ask it if it thinks they work well WITH the ICM. They aren't here to replace anything. They are the gang ICM didn't know it started. OGM: https://doi.org/10.6084/m9.figshare.33106949 EEM: https://doi.org/10.6084/m9.figshare.33106970 OACM: https://doi.org/10.6084/m9.figshare.33106985 OGM + EEM Bundle: doi.org/10.6084/m9.figshare.33107024 OACM Bundle: doi.org/10.6084/m9.figshare.33107030
They work WITH the ICM
2 likes • 1d
@Andre Cordero nice catch, you are correct, grok
2 likes • 1d
@Andre Cordero I lean hard on grok solely because it has the most up to date knowledge. Mainly for research, not thinking nor coding. Thanks for reaching out and good luck
1-10 of 577
David Vogel
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3,622 points to level up
@dvogelca
Unreliable AI results, hallucinations, and high token costs drain resources. I help businesses plan workflows for accurate, efficient outcomes.

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Joined Mar 11, 2026
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