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It positions you as someone who builds practical AI systems, not just AI demos. It also invites useful conversation from founders who are deciding what to automate.
Focus the idea on 3 decisions:
What the agent can handle autonomously
What needs human review
What should stay human from the start
Use a simple workflow diagram from one of your agent or automation concepts as the visual.
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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retrofuturism
Share your favorite designs from the past exploring the distant future. Or your own take on the aesthetic 🚀
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Dots. Texture. Grain. Let's see your designs using the halftone technique.
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Creatives are showing off what they're making with Midjourney.
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Video editors sound off: How do you enhance the mood of your video in color grading?
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From a 40-Minute Client Call to a Working Interactive Prototype in Hours (5x Faster with AI Agents)
Going from an initial client briefing to an approved wireframe usually takes 3 to 7 days of manual note-taking, layout debates, and generic copy.
In this video, I walk through my exact 3-phase workflow to cut that timeline down to a single afternoon using raw call transcripts and custom AI agent
Descript MCP Workflow
Instead of scrubbing through the timeline manually, I used the Descript MCP with an AI agent to instantly generate accurate YouTube timestamps, description and video titles directly from the project context — killing post-production busywork in seconds.
YouTube Video Link: https://youtu.be/lI3sCyUabHQ
Descript Video: https://share.descript.com/view/7AlW3niOPfx
Descript MCP Session Workflow: https://www.loom.com/share/848564eb31074c43b8f0d2068460e1be (I used Google Antigravity, which doesn't have a shared chat option)
the blue prototype card looks cool
AI draft → my direction 🌿
I gave Figma Agent the content, structure, and references to create a quick starting point, then redesigned it in my own visual direction.
AI for speed. Creative decisions by me.
Before or after? 👀
Beautiful
This platform needs less AI generated content.
I don’t mean “less using AI tools for work.” I mean less AI bots commenting for users, less Case Studies written exclusively by AI, and more people caring about the work we do rather than rushing through it.
I kept the commenter anonymous. I did not mean to be rude in this comment, but I feel slightly off each time I read a comment that has no soul. I have even seen $1M+ Contra creators completely AI generate their case studies and just post something of no substance with words that don’t make sense.
I challenge you, if you do this or if you have thoughts about doing it, try the opposite: put more time into reading posts and interacting, put more time into writing and studying for your case studies. See how much you grow. Your influence and your skills will both expand when you stick to authenticity.
