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11 contributions to AI Automation Society
AIS 7 DAY CHALLENGE - DAY 5 COMPLETE
For day 5 of my challenge, I decided to build a portfolio website 🚀 Since I'm currently job hunting, I figured why not use AI to build something that actually shows what I can do instead of just telling people. Went through a lot of ideas and phases (more than I'd like to admit), took a few days longer than planned, but here's where I landed. Still a few tweaks left, but it's about 90% there. Would love any feedback if you have a minute to check it out 👇 https://robertk-tk2i.vercel.app/index.html
1 like • 3h
Love this idea — using AI to build the portfolio IS the portfolio. Olga's tip about the "problem → solution" format is gold for job hunting. You're 2 days away from finishing. Keep pushing!
Junior AI/dev opportunity: worth it for experience or am I undervaluing myself?
Hey everyone, I’d love to get some honest advice from people who have gone through the early-stage AI/dev freelance journey. For context: I’ve been learning AI automation and code for several months, with the last 4 months being much more serious and project-focused. I still consider myself junior in the professional tech market, but I’ve been building real things: backend, APIs, database, dashboard, deployment, documentation, etc. A potential international client has offered me a collaboration framework for a technical project. I can’t share client details or confidential information, but the structure is roughly: - small monthly retainer; - one-time recognition payment for an existing functional demo; - fixed milestone payment for moving the demo into a more production-ready system; - progression path if delivery is accepted and stable; - scope protection clause for larger objectives. The project itself is not about AI agents directly, but it is a real technical system involving API data, backend, database, dashboard, monitoring and production stability. For me, the main value is experience, portfolio, credibility and a bridge into more AI/dev work in the future. My question is: For someone still junior but serious about transitioning into AI automation / coding work, would you treat this kind of opportunity as worth taking, even if the money is not very high at the beginning? I currently have a stable full-time job outside tech, so I’m not relying on this income. My concern is more about making sure I don’t undervalue myself too much or get trapped in unlimited scope or thousands of hours working, while still taking advantage of a real opportunity to learn, deliver and build credibility. What would you look out for before accepting? Especially interested in advice around: - limiting weekly hours; - defining acceptance criteria; - protecting against scope creep; - IP / code ownership; - whether this kind of real client project is worth more than the short-term money; - when to renegotiate.
0 likes • 3h
Olga nailed it — the case study is the real currency here. One thing I'd add: treat this as a chance to build your process, not just a project. Document every decision, prompt, and workflow you build. That documentation becomes your portfolio proof AND the foundation for your next client pitch. Junior rate now, proprietary system later.
✍️ Has anyone built an AI content machine that helps dial in messaging, not just create more content?
I’m working on building this alongside my AIOS, but I’m more interested in audience language, positioning, hooks, and voice than just pumping out posts. For context, I have experience with branding and voice from my previous health coaching business, but I’m shifting into a new audience and don’t want to just drag my old messaging into a new market. I’m thinking through a system that can help with: Audience research VOC and language banks Better hooks and topics Content that still sounds like me Messaging that makes the audience feel understood Has anyone built something like this successfully inside their AIOS? What would you start with first: audience research, voice profiling, or content generation? Also, any solid resources, templates, or trainings you’d recommend?
0 likes • 3h
Love this thread. The distinction Jason made between natural cadence vs. market language is the key. I'd add: once you have your VOC bank, use Claude to run a "mirror test" — paste in a piece of content you wrote and ask it to flag every place where you used your words instead of your audience's words. That gap IS the messaging fix. It's less about generating more content and more about closing that translation gap.
Tools for research??
Hey everyone, does anyone of you know any good tools to make research for a niche?
1 like • 3h
Great question! A few that work really well together: Perplexity AI for fast niche overviews, SparkToro to see where your audience actually hangs out, and Claude for synthesizing patterns across sources. The combo of human context + AI synthesis beats any single tool. Jason's point about defining the buyer first is spot on — garbage in, garbage out.
Just finished the 7 Day AIS Challenge — here's the 1 thing that surprised me most
Completed the 7-Day Challenge and I wasn't expecting how fast you can go from zero to actually shipping something real with AI. The biggest mindset shift for me: stop thinking of AI as a tool you use occasionally and start treating it like a collaborator you work with every single day. For anyone still on the fence about starting — just do Day 1. The momentum builds itself. What was the biggest shift for you when you first started? 👇
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Markus Campbell
3
40points to level up
@markus-campbell-5102
Executive coach. Deloitte background. I help driven people stop spinning and start executing. Structure, accountability, real results.

Active 2h ago
Joined Apr 22, 2026
INTJ
new york
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