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AI Automation Society

381.4k members • Free

11 contributions to AI Automation Society
🚀New Video: 100 Hours Testing Claude Code vs ChatGPT Codex (honest results)
I spent 100 hours testing Claude Code vs ChatGPT Codex and what I found genuinely surprised me. Same prompts, same builds, both tools side by side, and one of them hit way harder than I expected. If you're picking between coding agents right now, then this video is the breakdown you actually need before you commit.
1 like • 6m
Great content! I use both, some are better at certain things than others! You also need the flexibility if something comes offline so your productivity doesn't stop.
The skill clients pay $5000+ for (and it’s not automations)
I’ve been watching our 3,700 students in AIS+, and I noticed the people making the most money are all doing this: https://app.aiautomationsociety.ai/10-hours The people charging $5,000, $10,000, even $50,000 per engagement weren't better builders. Before they ever opened n8n/Claude Code, they did one thing differently: → They found the automations worth building first. It’s like a mini audit. Just by asking a few questions and mapping out the opportunities, they were able to get clients excited and also choose the right projects to work on. And the best part is you can practice by running this same system on YOURSELF. I call it 10 Hours to 10 Seconds, because doing this can easily save you or your clients 10 hours a week by automating the right things. Get all the details here: https://app.aiautomationsociety.ai/10-hours Talk soon, Nate PS: If you’re in AIS+, this has already been updated and provided to you at no cost. You can find it in the classroom
2 likes • 5h
In consulting we call this “problems worth solving” and typically you want to go for an oversized impact, not 1:1. This is where understanding pain points and then prioritizing solutions (in this context automations) is the way to go!
I built an automated blog writer for my restaurant management app!
I am building an AI native restaurant management OS and one of the AI automation use cases I thought to try was to automate the creation of weekly blog posts to build up my SEO - and man what a feeling this was! Here's how it works, every Monday, it kicks off a 6-stage agent sequence: 1. Researcher Agent — generates keyword candidates, pulls live Google SERP data (serper.dev), picks the best opportunity, and drafts an outline 2. Writer Agent — writes a 1,400-word post in our brand voice, with hard guardrails against competitor mentions and clichéd phrasing 3. SEO Optimizer Agent — generates meta title, description, schema markup, and internal link suggestions automatically 4. Illustrator Agent — plans and generates custom images using GPT Image, uploads them to storage. This is the area that I think needs most work because the images generated are very much AI looking. 5. Compiler Agent — splices the images into the article and renders the final HTML 6. Publisher Agent — goes live At 3 points in the pipeline (brief, draft, final), I get an email with an approve/reject link (served by Resend). One click either advances the post or kills the run. The whole thing runs on pg_cron in Postgres. One SQL line schedules the entire weekly content operation. One post per week, basically on autopilot. Now could this be done simpler? Probably, but I wanted to try out the agent hand-offs and human in the loop. Also this was built on Supabase Edge Functions not Claude routines. If you're curious to look at the output here is a link https://www.withbagel.com/blog
1 like • 7h
@Hugo Alexander yessir! I’m an AI unc 🤣
0 likes • 5h
@Santiago Querol this is a tricky one. If you mean menu item AI images then I’d say no because it could be misleading and not show the true presentation of the dish. Also many customers would be turned away from AI images because they signal low trust. But if you mean in the general sense of content creation, inforgraphics, etc. then there could be an opportunity if done correctly especially with the help of Claude Design. But you’d now be moving into content strategy/marketing so you need to know what resonates with a restaurants client base!
How to manage and filter slop?
I have been learning about AI everyday since 3 years now and I feel pretty overwhelmed by all the new features, companies, apps, launches, I feel like everyday there is a crazy release. How do yall manage focus on one or two things only? ADHD probably doesn’t help but it’s been pretty hard to focus on one project at a time lately!
4 likes • 21h
That's a very common feeling. And frankly I think even the experts feel overwhelmed at times. Heck, even Nate himself admits to this in many of his videos. What I found to help me is to first know what I want to achieve, then I find the tools to get me there, then I find the resources to help me learn the tools (this is how I found Nate). The more you experiment the faster you will find your stack. For the restaurant management OS I am building (Bagel) I used: For coding (frontend and backend): Lovable to begin then moved to Claude Code in Visual Studio IDE For backend: Supabase For deployment: Railway For website: Claude Code For email: Resend For repo management: GitHub That's maybe 95% of my stack. You can complicate it more if you want, but to begin with just zero in on what you want to do then work backwards. Hope this helps!
1 like • 19h
@Evan Blake you got this!
Using AI for people and planet
Yo everyone! I'm Josh, and it's my first time posting here. I've been working as a designer (UX, UI, and Service Design) for 10 years. I was brought up as a systems thinker, and I literally just quit my job at a tech company in Australia to go freelance. One of my devs at work showed me Nate's vids, and they're honestly so sick! Three things to know about me: 1. I'm building an agentic chatbot experience to help people with chronic back pain after dealing with my own injury (after a year of hustling, I just got accepted into a disability tech program) 2. I hate how restrictive FT work is on your lifestyle, so I quit, and I'm starting to help small businesses automate manual workflows and build UI 3. I love the outdoors! I want to build my lifestyle around movement through surfing, hiking, and freediving, and not having back-to-back meetings Monday to Friday, where you have to beg to get annual leave. Keen to meet like-minded people! I'm extroverted af and always keen to chat! Hit me up if this post relates to you
Using AI for people and planet
1 like • 20h
thats a bold move Josh, best of luck!! do you have any clients lined up?
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Mahmoud Tello
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15points to level up
@mahmoud-tello-9945
Management consultant pivoting into private AI consulting

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Joined May 24, 2026
Waterloo, ON
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