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14 contributions to AI Automation Society
How y'all doing?
Hey everyone, I'm Josh I'm 19, based in the UK, and I build AI automation and outbound systems for business owners. I've already shipped a few real things: a contactless payment platform for schools that's live, different process automations for German Businesses, and I'm the technical cofounder of a data startup that just got full approval. And I'm building my agency around AI, automation & consulting, sold globally through a personal brand. Why I'm here: I do my best work around people who are actually building, and I've been doing this mostly solo. I want to fix that. So I'm looking to connect with one or two people who are also building something serious. Whether that's an accountability partner to keep each other on track daily, or just someone in the same trenches to swap wins, losses, and ideas with. Deffo not looking for motivation that dies in three days, looking for someone consistent who's in it for real. If that's you, or you're just building in AI and want to talk, comment or reach out. Glad to be here.
Nate's Roast idea was a total wow — so I tried it and added 2 small tweaks
First, I have to say it: Nate's video genuinely blew my mind. The roast skill changed the way I make decisions, and the whole "stop letting the model agree with you" idea is gold. If you haven't run it yet, do — it's that good. As I adapted it to my own workflow, I noticed two small additions that pushed it even further for me. Funny enough, they're the exact same two things that leveled up my multi-LLM council a while back: a second pass, and more than one brain. Tweak 1 — a second round (cross-examination). Round 1 stays exactly like Nate's: the six personas attack independently and score the idea. Then I added a round 2 where the personas look at each other's takes and pressure-test them: - Expansionist → Contrarian: is that "fatal flaw" really fatal, or are we over-worrying it? - Contrarian → Expansionist: is that upside actually reachable with the resources we have, or is it wishful? - Deep-researcher → everyone: flag any claim with no evidence behind it (anything unverified loses weight). - Buyer → everyone: does the real customer even care about this, or is it just an internal debate? - First-principles → everyone: separate solid logic from hope, and keep anyone from quietly redefining the product. Each persona revises its score after the pressure, and the judge synthesizes only from round 2. Anything that doesn't hold up in the cross-examination doesn't get to drive the verdict. It turned the output from a clean yes/no into a much deeper, debated call. Tweak 2 — bringing in other LLMs. Nate's version runs on Claude alone — one model playing all six personas. I wanted more than one point of view at the table, so I added other LLMs to the panel: Codex (GPT) and Gemini, alongside Claude. Now Codex and Gemini run the adversarial panel and cross-examine each other in round 2, while Claude handles the live web research and acts as the judge. Three different brains genuinely disagreeing gives me sharper feedback than one model talking to itself.
0 likes • 11d
Hi, which video was that please, would love to watch
Setting up my Hermes Buddy Today! Who says you can't teach an old dog new tricks eh?
Well, this 49 year old single mum of 3, who also cares for her elderly father and has days that are so insanely full, and brain fog that is absolutely debilitating most days is LOVING this journey. I've wanted to build another business since becoming a single mother but it's just been too hard... and Claude Code has literally given me my life back! And now I'm deep in setting up Hermes ... had some hiccups with making it talk to my Claude Code assistant but I'm slowly getting there. I've used AI daily since November 2022 but I have never learnt as much as I have from Nate over the last few months! Thanks to this amazing mentor and community, I'm about to launch my business! And I am SO passionate about AI because without it, this would have been IMPOSSIBLE for me! Thank you so much Nate and to ALL of you! So grateful for places like this where we can connect.
Setting up my Hermes Buddy Today!  Who says you can't teach an old dog new tricks eh?
1 like • 18d
Hi Michelle @Michelle Mahal, great to hear, we're deffo on the same path, I'm technical to a good extent anyway, built software products, now pivotted into AI, SO passionate about it, and also have been using it since the late 2023, I've also followed Nate's courses, about to start my agency, gotten my offers done out, and the blueprint for clients etc, now looking for someone to collaborate with, learn more and learn even faster, get clients and run it up. I run a real estate business in London(not fully), quitting to AI, would love to connect and collaborate to get clients and run things up, want to explore Hermes as I haven't and I deffo want to.
1 like • 17d
@Michelle Mahal What a small world! Real estate and estate planning right next door to each other, would love to share ideas, and talk about hermes haha
My first client
I signed a contract with my first client. This is a huge joy for me. I have been a real estate broker for the last 11 years, so I focused on creating an AI agent for such agencies. Is there anyone else who is doing something similar. I would be happy to help each other. 🙃
2 likes • 18d
Real Estate broker here too, would love to know about what you're building
Need an AI Builder to Help Scale My High 6-Figure Book Biz to Multiple 7-Figures(PROFIT)
👋 Quick intro, and a real ask for the builders in here. I'm not here to sell AI agents or my time — honestly the opposite. I'm an operator. I run a publishing business (mostly children's books on Amazon, multiple pen names, three LLCs, high six figures($600k+ per year and climbing toward seven). I'm here to ask — because the people in this group know AI things I need, and I'd rather partner with someone good than figure it all out alone. Here's the goal: turn the whole operation into a machine I mostly just monitor. I look at the niche research the Ai agent has done then hand another agent the brief, and the system produces a genuinely good book, creates all visual assets+audiobook, runs the marketing etc. Here's where I'm at. ⬇️ 🛠️ WHAT I'VE ALREADY BUILT (and want to refine) I'm not starting from zero. These already run as skills in Claude Code: ▪️ Amazon niche research — I feed a raw keyword export into an agent and get back the market gaps, the complaints mined from competitor reviews, and a book concept. ▪️ PPC + ad automation — my bid rules, negation logic, and weekly cadence are written into skills the agent runs against fresh ad data. (This is the heart of the business — ads are ~80% of my costs.) ▪️ Listing SEO — title, subtitle, description, and backend keywords, built as a writer/editor agent loop. ▪️ Weekly review — pulls from my tools and tells me what actually moved. So I know how to build skills. I want to go much bigger. 👇 🚀 WHERE I WANT TO GO NEXT (this is where I need you) 1. Books that are actually GOOD — not AI slop. 📚 Produced at scale, across different niches. This is the hard part and the one I care about most. I want manuscripts readers genuinely rate, not the obvious AI junk flooding Amazon.(I'm thinking something like a agent loop/goal that has a writer and editor looped agent and feed it other best selling books so that it gets the style and format down, but irons out all the shitty AI language and quirks.) 2. Pro-level covers with AI. 🎨
Need an AI Builder to Help Scale My High 6-Figure Book Biz to Multiple 7-Figures(PROFIT)
0 likes • 18d
Hey @Kyle Wolt , Josh here, can't DM as I'm in level 2, but be sure to message me and we'l get things started. I build automation and agents for a living. The manuscript quality piece is deffo the one worth obsessing over and where most of these setups fall apart, so I'll go there, I understand your setup and sort of what you want to achieve...the reason AI books read as slop usually isn't the writer agent. It's that the editor agent is the same model with the same blind spots, so it just polishes its own tells, the loop on its own won't fix it. Wha I know would actually work is a third pass built only to kill slop, not make it better, but a hard list of the exact tells to strip, the rule of three rhythm, the it's not just X it's Y move, the constant hedging, the same five transition words, structure too clean to be human. I built a trained writing agent earlier this month that scores drafts against rules like that and flags each one, and that's the gap between decent and genuinely human, this gets you to a reader not clocking it as AI and actually finishing the book. Anyone promising perfect human level fiction at full scale is selling you the exact slop you're trying to avoid, I've got takes on the covers, the Tiktok side and especially the off Amazon backend too, probably your biggest lever from what i can tell. Do send a Dm, as I can't and we'll get into more detail. Thank you.
0 likes • 18d
@Kyle Wolt Realized my comment is so long and I just kept trying to tell you about the build in the comments instead of DM's haha
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@josh-scape-7835
SMMA & Sales Expert, Into Property and currently into the AI space 100%. Looking to connect with like minded people. Building Kairo

Active 1h ago
Joined Apr 21, 2025
London, UK
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