Hi guys, I just had a quick question on anyone that had any experience running big time email campaigns. Any suggestions for getting better click rates and for kind of organising this in a file structure. My end goal is hooking this up to a custom power dialer that I created that's fed through my CRM. So that I can call them as soon as they've clicked it. I'm using LEMlist and as well as Hunter.io. I am also connected to Airtable. My power dialer was just built locally.

Hey y'all, not a sympathy post. This isn't me saying I'm taking time off for anything. In fact it's the opposite. My grandma passed away last week and I was cleaning out her apartment with my mother and talking to my aunt (both of them it was their mother). I can tell they're struggling. It's why I work so hard honestly on the software community on everything else. Almost none of the money goes to me. I give it to my family, my wife my friends. It's what makes me happy. I'm building a company specifically so my family doesn't have to struggle. Been helping out where I can but obviously been focusing a lot on the business. My uncle also has cancer and so my aunt has been taking care of him and also at the same time dealing with a death of her mother . Best way I can contribute has been through cash and some love here are there. With that though means I don't always have the time to do what I need to do. So honestly, I'm asking for your help if you're willing to donate to my aunt's GoFundMe on top of the help that I'm giving. I've just donated a bit and would love other people to help out. To me, if I work hard I can make sure that my whole family is taken care of. But in the small ways I can help where I can I will do my best too And that goes with asking for help from others. So if you all could help me out help them out. That would be amazing https://gofund.me/45b6655ba

my question in 1 sentence : Should an ICM agent be allowed to propose changes to relationships (fields pointing one record at another, like ownership) or only to scalar values (self-contained data such as amounts, dates, statuses and free text) — and is that distinction even a legitimate permission boundary, given that Jake's model draws the line on role, route and sensitivity, never on field type? ------------------------- The context I run an ICM where the catalog is generated from the system that holds the actual records, and where the agent can propose changes back through a human gate. Reads flow one way, proposals flow the other, and nothing is written without me approving it. When I built the proposal path, I made a decision I now think was wrong. I allowed the agent to propose changes to values — amounts, statuses, dates, free text — but I blocked it from proposing changes to relationships: the fields that point one record at another. My reasoning at the time was that a pointer is structural, and structure should be changed deliberately, through the interface, not through text. Re-reading the ICM Architect material, I no longer think that distinction holds. Jake's permission model is built on role ("agents inherit the access of the role they act for, never more"), on route ("the permission lives in the routing, at the data layer or along the route"), and on sensitivity ("shelve by sensitivity"). Never on the technical type of a field. And relationships are not second-class in his model. Invariant 8: "Links make it a graph… the edges are what let an AI move through your work the way you do." His own node template carries owner: <accountable person or role> right next to consumes: and produces: wikilinks — all of it ordinary frontmatter. So I may have invented a governance rule that is really just an implementation constraint wearing a costume. --- The concrete example The field is ownership — who is accountable for a record. Today: Me : "Who is accountable for this one?"

Jake, I've been sharing ICM with folks in another AI community... we agreed there's something overwhelming about creating an AI that knows what files to read and when. (Over the last 90ish days I've worked from ONE single workspace aka folder for my entire business (divided into 10 departments) with 7.59GB and 98,537 items inside.. apparently "spring cleaning" is overdue) Not only that but the jargon in that group is that we build "agents" for nearly every single thing... workflow = agent skill = agent task = agent deliverable = agent I find the idea of "agents" more and more ridiculous the more I listen to you. To me, they seem more synonymous with a specific AI model than anything else. So, as I realize my own incompetence gap, despite attending your calls and nodding in agreement that ICM makes sense... I'm not sure how I close the gap. If I can't explain it - do I really understand it? Sincerely, An eager life-long-learner :)

Does anyone have an effective ICM setup for analyzing a business user created legacy python geospatial data visualization app that is going to be taken over by IT without knowledge of the app because the last developer left the company 3 weeks ago? I'm sure no one here has faced this unique situation.