Here's the problem it's solving. AI-assisted work kept hitting the same four walls: A session boots with no memory of what stalled last time. The first ten minutes go to reconstructing context instead of moving. An agent fires on a live system before I've approved the action — sometimes subtly, sometimes not. A decision gets made, executed, and evaporates. Three weeks later nobody can find the reasoning. Context bloats until the model is hallucinating on its own earlier outputs, because everything loaded at once. These aren't AI problems. They're operating discipline problems. The capability outran the governance layer. ATX fixes it with a tiered runtime kernel. When a session opens, it doesn't load everything. It classifies the work first — reads its own saved state, identifies the project scope, finds the smallest matching route card — then loads only the agent doctrine that path needs. Nothing broad loads by default. The kernel is four files. The whole system is maybe thirty. Classification before action. That single discipline is what separates a command center from a chatbot with a context window. The governance layer is a named hierarchy, and each name is a gate: Optimus Prime (oath): Truth, proof, refusal, correction. Governs before movement. No claim passes without it. Ultra Magnus (routing): Sequence, operating discipline, handoff. Work doesn't reach a specialist without routing. Kup / Rewind / Teletraan-1 (memory): Relevance, exact record, findability. Three agents answering three different questions about the same past. Prowl (risk gate): Mandatory. Scores every non-trivial action. Can stop movement entirely. Gate-pass is never approval — that's Prowl's only rule. Ironhide (boundary): Live-system and credential hard stops. No bypass path. Specialists: Each acts only inside routed scope. No specialist outranks a gate above it. The naming language is deliberate — more on why in a second. Before ATX speaks, it reads its own state. It recovers context from saved files — boot state, load index, decision log — instead of asking me to reconstruct what happened. It leads with what's urgent or stalled. It surfaces the open items I'd otherwise forget. And at any live-system boundary, any credential touch, any risk score of 3 or above, it stops cold and waits for explicit approval.

I'd like to trade notes. My client is working on their ideal customer profile (ICP). I'm thinking Google Drive will be where the ICM filesystem resides, with Claude referencing that and accessing myriad tools to drive outbound/inbound marketing workflows. Made this quick video for the client to educate them a bit on ICM and how it applies to their current objectives. Feedback is welcome.

As I’ve been working through things here, I’ve begun to realize how much I’ve ignored folder architecture overall. My folders are a complete mess on my primary machine. I basically live by the search bar—I use search features to find what I’m looking for and very rarely actually manually go looking for documents or files. Learning about ICM has really made me stop and reflect on my digital organization. I’m starting to see just how badly I need a proper digital declutter. Has anyone else been through this? What finally pushed you to clean things up, and what strategies or systems worked for you? Would love to hear your experiences!

Hello Community, I have been building quite a bit with Opus 4.8 and really enjoying the experience. My question involves automatic document creation My goal / ask — does anyone have a git/file to have Claude build documentation while it creates a solution? Context: I’m building solutions on a CRM that has several integrations. My teammates are having challenges (me included) following Claude’s creative solutions.

I was messaging with @Bas Rosario and he shared a method he uses to share about himself and for others to learn about him. I thought it was really cool until I ran it on myself... Short version, give AI accurate and realistic context, then ask it to tell you what it thinks of you. So think of this an in-depth version of Jake's post on "Introduce yourself". Before I copy/paste the AI's output (again... I can't believe I keep doing this as a shortcut for not having time to think and write), I want to make two things very clear, and a bonus #3. #1 I did not realize how uncomfortable and vulnerable this was gonna make me feel. It's like I'm giving you a window into my soul. My real soul @Curtis Hays , not a soulless soul.md file... :D #2 I am VERY private about my faith, especially in public forums, even though I am absolutely drenched in it. Every decision is deeply rooted in my faith. My identity "file" is heavily shaped by it. My love for people, the lines I draw, the decisions I make, consciously and subconsciously are driven by my faith. I hint at it, but I NEVER talk about it, and it's not because I'm fearful of confrontation, disagreement, what others might think, or because I don't want people butting into my business. It's because I also believe that our faith, whatever that might be, should speak for itself with our actions before we EVER open our mouths about it. #3 In business, I'm more likely to get stabbed in the back by "people of faith" more than any atheist, agnostic, spiritualist, etc. In fact, the louder they are in a business setting, the more careful I am around them. And so I don't want to be thrown in the same dungpile as people like that, I keep my faith quiet. If I ever screw you over in business, it's because you really pissed me off and you deserved worse than what I did to you. But I've never done that to anyone, at least not intentionally and when I've made stupid mistake I work hard to make reparation.