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Hot take: Most "AI agents" in production today aren't actually autonomous — they're glorified if/else chains with an LLM in the middle.
Real AI agents need three things most teams skip😍
1. Structured outputs with validation layers — so your agent doesn't hallucinate a JSON field and crash your pipeline
2. Human-in-the-loop checkpoints — because no client wants an agent sending emails or making decisions without a safety net
3. Retry logic with graceful degradation — the OpenAI API WILL timeout at 2am when your cron job runs
I've built agents at my startup (Trusion AI LLC) that process 10K+ daily tasks at 99.9% reliability — from invoice extraction to multi-step workflow orchestration.
The difference between a demo and production? Error handling, observability, and knowing when NOT to use AI.
What's the hardest part of putting AI agents into production for you?
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
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Finally, I don’t need to shrink my ideas to make them possible!
Isn’t that the dream?
My creative ideas are often technically complex. The gap between what I imagine and what I can build alone used to be the biggest bottleneck in my work
But now, with AI, I can finally spread my wings and fantasize fully 🧚♀️
We’re so lucky to live in this moment with all these slightly crazy technologies right at our fingertips!
I genuinely feel like I'm living my best creative life, having Claude Code as a creative-technical partner. I describe the concept, how it should feel, move, and respond, and it translates that into GSAP timelines, Three.js scenes, and Webflow integrations. Not just code, but structure I can work with
I stay in the creative layer
It handles the technical translation
So instead of simplifying ideas to fit my capacity,
I can finally follow them fully!
Curious, have you already integrated AI into your workflow?
Any interesting setups or tools?
Would love to steal them👀
Yes it's crazy what Claude can do. I spent the whole day yesterday trying to create systems that would work for me
How much time do you spend saying “I’ll get back to you with details” instead of actually designing? 😣
I don’t think AI should generate more designs. My dream AI flow would be that at the moment I book a project, all the admin to builds itself 😏
1️⃣ A task board with timelines and phases already mapped
2️⃣ A contract generated from the project scope
3️⃣ A budget aligned with my pricing, ready to send
No back and forth. No losing 2 to 3 hours doing things I have already done a hundred times.
Because the real bottleneck is not the creative phase. It is everything around it and I believe that if that disappears, the work gets better by default.
Tell me, how much time do you spend on admin stuff and what would you automate first if you could?
How are you actually structuring your AI workflow right now - are your tools connected, or are you still using them separately?
I’ve landed on a pretty simple system using just Claude + Flora.
Claude is where I develop the thinking - my existing brand direction, concepts, and refining prompts until they actually reflect the creative intent behind the project.
Flora is where that intent becomes visual. It’s a node-based canvas, so I can generate imagery, iterate variations, drop in mockups, and build full product scenes in one connected system.
I don’t see AI replacing design thinking. I see it speeding up execution while I stay fully in control of direction, taste, and decisions.
Curious to hear from you guys 🤔
📢 What does your AI workflow look like right now?
📢 What tools are you actually using day to day?
📢 And is there anything you think I should check out?
Would love to hear how others are building their systems.
this is wonderful, i love your lightning!
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