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48 contributions to Clief Notes
How to deploy ICM in production?
I've got a project running locally: ICM workspace, Claude CLI as the coding/execution agent. Local tests are solid and I've already demoed progress to the client. Now I need to take it to production, and I want to get the deployment right before I bolt on a frontend, databases, logging, and alerts. My current plan (Azure): - Container App running the FastAPI backend + Claude CLI - Azure Files mounted as the working folder for the agent's session/workspace - Managed Identity for auth (no stored secrets) - Container Registry for the image - Foundry for the base LLM Has anyone deployed something like this in production? Not looking to over-engineer this, just want the deployment shape to be sound before I layer the rest of the product on top.
2 likes • 8d
I agree with @Mark Gubuan - this is really helpful and raises some really practical considerations.
👑 Ry takes the win this week!
@Ry Mac has been absolutely amazing this week! From the continuous engagement to the value packed videos he's been posting, a position well deserved. ⏰ The 7-day clock resets. Next Monday someone new takes the top spot. 🎯 How it works: - 📝 Post things worth reading - 💬 Help people in the comments - 🛠️ Share what you're building, what's working, what's breaking - ❤️ Engage with what others are putting out there The leaderboard tracks all of it. 🎁 The prize, depending on where you're at: 🆓 Free member? You get lifetime Premium, free ⭐ Already Premium? We convert your Premium so you stop paying 👑 Already VIP? We convert your VIP so you stop paying Either way, you stop paying. Amazing value you're sharing Ry, congrats!
4 likes • 17d
Well done @Ry Mac ! You continue to be a massive inspiration!
Anthropic's blog
I feel like Anthropic's engineering blog is not receiving enough attention. So I wanted to bring it up again for those of you who missed it. The blog contains compressed, straight-forward knowledge that is a result of many customer interactions. Topics include: - Evaluating agents - Making your code environment transition to having longer sessions - Writing skills - What is it like to enable Claude Code for customers And many others... It is pure gold. If you haven't checked it out, put it in your To-Do list Link: https://www.anthropic.com/engineering
1 like • 20d
Thank you - I'll have a look!
Decster Roadmap Resource Share Post
Resource: awwwards[dot]com and many others I had to knock up a website in a hurry with Claude Code. I needed inspiration, fast. I went to lots of pages, nearly got overwhelmed, but finally I think settled on a design brief I liked. These resources are great.
Decster Roadmap Resource Share Post
0 likes • 23d
I already follow many of the AI inspirations here, especially Nate B Jones, but I'm really impressed by AI + IQ - I'm going to have to deep dive this one to look for inspiration.
How To Sell ICM Folder Structure To SMB's
In 2021 and 2022 I was selling conversational ai (about $12,500 90 day pilots) to business with high value clients (think lawyers, HVAC, RE, mortgage brokers, etc) The thing that you have to take into account is the customer's awareness ladder (Eugene Schwartz) and you have to figure out a way to get them to most aware. I saw the other day @Leonard Dauksza mentioned being out in Seattle, networking with large tech type companies and they didn't even know what ICM was... They're unaware. His messaging needs to start by moving them up the framework. If large tech companies are, what do you think SMB's are? I explain the difference in what @Jake Van Clief is doing, who he is selling too, and reframe it so you can sell it to small businesses. it's 2 different ponds that we're playing in. Unless you're an MSP already with clientelle, or an agency that has client's trust you earned, you need to come over to this pond...it's nice a warm here. In anything you're doing, just understanding the customer's journey will help you in your own marketing systems. I teach you how to get the business owner asking you about ICM the same way I do and did in 2021 2022 when "conversational ai for sales" was only being ran by 1 company. You learn to gain trust and make some extra scratch on the way (woosender.com still a company today). Let me know any questions or comments below... If you want to learn more topics on sales and marketing so that you can do better there, and very basic ICM builds and stuff: My skool: https://skool.com/buildmarketclose/about
2 likes • 25d
This is excellent - my second brain is soaking all this in - as is my own! Thanks @Ry Mac 🤩
1 like • 25d
@Daisy Mille great to meet you. I’m an eternal researcher and builder, not seller. I do anything rather than face rejection. I’m here because I found Jake on YouTube and really appreciated the clarity in his work. I over complicate, over engineer, and spend so much time on busywork rather than anything that moves the needle. I have serious skills - I need to sell the heck out of them. So I’m really liking the cut of @Ry Mac ’s jib. Why are you here?
1-10 of 48
Pat Kelly aka Kelman
4
39 points to level up
Trainer/Consultant/Automator (with or without AI). I find what’s quietly not working in how you run your business, & I offer the fix

Active 1h ago
Joined May 21, 2026
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