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Using AI Builder in Agent Studio, I designed and generated a multi-step workflow that orchestrates agents, tools, conditionals, loops, and parallel execution in a single graph.
The workflow interprets user input, plans tasks, executes actions via integrated tools, and produces structured outputs, fully autonomously.
It’s a powerful example of moving from AI-generated plan to real-world actionable execution.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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A recent UI concept for an AI developer toolkit. The goal was to package complex data, node-based workflows, and prompt interactions into a clean, premium dark-mode aesthetic.
I just added up my Lovable spend.
$5,600+ invested in learning how to build AI-powered systems properly.
That investment has translated into real client work:
• Production websites
• Integrated backend systems
• Stripe subscriptions & checkouts
• AI video, voice & transcription workflows
• A live iOS app in the App Store
Most AI projects don’t fail because of the AI.
They fail because the architecture underneath it isn’t solid.
I specialize in building integrated platforms — not experiments.
If that’s what you need, let’s talk.
This is the kind of post I love seeing.
So many people talk about AI like it’s magic, but the real work is the structure underneath. Tools don’t fail, weak foundations do.
Respect for putting real money and time into learning it properly and turning it into actual client work, not just experiments. Well-done, Mathias.
Most small businesses aren’t short on tools. They’re short on tools that actually work together without causing headaches.
I build the behind-the-scenes stuff that makes everything play nice. Apps Script, Zapier, monday, Clio, Google Workspace, custom automations… whatever keeps your day from turning into a support ticket.
I’m taking on new projects for people who want their systems to feel calm, organized, and predictable for once.
If you’re tired of wrestling with your workflows, I can help.
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