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
Back to feedPost
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
Related posts
My Submission for #elevencreative #contra challenge. Check out my template here - https://elevenlabs.io/app/templates/zfrP1cyhZ6rL1Q43MHGJ
Very strong execution here!
AI automation that actually saves time
AI automation should not just look impressive.
It should remove real manual work.
When I build AI automation, I don’t start with the AI model.
I start with the repeated task that slows the team down.
My simple process:
1. Find the manual workflow
2. Break it into clear steps
3. Decide what AI should handle
4. Keep human review where needed
5. Connect tools like CRM, email, docs, or dashboards
6. Measure time saved and improve the flow
Good AI automation is not about replacing people. It is about removing boring, repeated work so people can focus on better decisions.
The best automation is quiet.
It works in the background, saves hours every week, and makes the team feel less stuck.
#AIAutomation #WorkflowAutomation #ArtificialIntelligence #FullStackDeveloper #FreelanceDeveloper #Productivity
I built the thing I wished existed — an agent-driven ad pipeline — on @melius, and used it to ship a full brand campaign for Stratos Markets, my prediction-markets startup, in an afternoon.
I program agentic systems for a living but had yet to attempt fully autonomous agentic media workflows. So I treated it as a build problem: a six-beat brand runbook as the spec, one brand anchor as source of truth, Melius wired to Claude Desktop over MCP, Claude Opus 4.7 executing the canvas node by node. I never placed a pixel, just reviewed outputs against spec.
The canvas mapped cleanly to how I already build: typed nodes, deterministic outputs, a graph I can reason about. That fit is what let an engineer ship a brand-coherent campaign in an afternoon.
30s walkthrough below.
Interesting app! Good work 🙌
Trending
Claude
Claude has entered the design space. How are you using Claude Design?
Contra University
Learn from expert creatives how to earn more using next-gen AI tools.
creativeaiflow
Creative AI workflows are evolving. What tools do you use, and what are their strengths and weaknesses?
portfolioreview
The best portfolios tell a story, not just show a grid. Share yours for feedback.
freelancerlife
Freelancer life is wins, pivots, and everything in between. What’s yours right now?