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10 contributions to AI Automation Society
Paperclip Experience?
Curious if anyone here is building agentic workflows for service businesses with Paperclip? Would love to hear what people are actually using it for in the real world. Something working really well for us, are all things internal, but service delivery is still a bit chunky ... What’s working well? What breaks? Merciiii
Looking to chat with other agency owners (esp. design) about what you're actually automating
I run a Webflow + design agency (~40 people) and I've been going deep on AI/automation for the last few months. Mostly Claude Code as the backbone. What I'd love to learn from others who are further along or experimenting alongside me: - Ops vs. delivery, are you mostly automating the internal OS (sales, PM, finance, onboarding, reporting), or are you pushing AI into the actual production work (design, copy, builds)? Where's the line for you? - What you'd never touch with AI, every agency I talk to has a "no, this stays human" zone. Curious where yours is and why. - What surprised you, the thing you automated that you didn't think would work, or the thing you tried that fell flat. - Drop your thoughts in the comments, happy to share what's working on my end too.
Hard Truth!
Most people will spend years learning AI. A small group will spend that same time building with it. One group has a skill. The other has an income. Which group are you in?
1 like • May 22
Sounds a bit dramatic, I think they go hand and hand. Also this phrase you can apply to literally everything in life :D
🚀New Video: The One Habit That Doubles Your Claude Code Session Limit
Prompt caching is the reason Claude Code can save you 300M+ tokens a week without you doing anything. In this video I break down the 80/20: what caching actually costs, the small habits that protect your session limits, and the few things that quietly reset the cache. The free token dashboard and session handoff skill are in my school community. TOKEN DASHBOARD REPO
4 likes • May 22
Epic, what a nugget
I built a website using Claude Code!
I used Cloud Code and the frontend design skill deployed on Vercel and built my own website. It also has a resource page where I share all my resources from my YouTube channel. https://ki-automatisierung-webseite.vercel.app/ What do you think about the design? Is there anything I can improve?
0 likes • May 22
Looks familiar to me
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Willi Sommer
3
45points to level up
@willi-sommer-7947
Building magier.com — a graphic design and Webflow business. Background in sales, health, performance ads, and agency life. Big fan of the mountains🚀

Active 8d ago
Joined Mar 9, 2026
Berlin - Germany
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