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Sometimes, the best content isn't created; it's found inside what already exists.
This project explores an AI-driven approach to repurposing long-form podcasts, with a focus on speed, context-aware highlight detection, and multi-platform formatting. Every clip is generated to guide viewer attention naturally, while keeping the output fast, accurate, and ready to publish across platforms.
I enjoy experimenting with different AI models and clipping logic to see how small changes in context detection can completely transform which moments actually perform.
Which format do you trust more for short-form content: 🤖 fully automated AI clipping or ✂️ human-edited highlights?
#AI #ContentCreation #PodcastEditing #AIAutomation #VideoEditing #NoCode #ContentRepurposing #AIWorkflow #CreativeDeveloper
Chopcast AI • n8n • OpenAI • Node.js
The network for creativity
Join 1.25M professional creatives like you
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Creatives on Contra have earned over $150M and we are just getting started
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I built Threadline for the $100k Higgsfield App Contest
I just entered Threadline into the Higgsfield App Contest — an AI launch studio for streetwear and fashion brands. Upload one product mockup, and it turns into a full launch pack: styled product photos, a lookbook video, a UGC-style clip, and ready-to-post captions.
The whole thing was built by Claude, through Higgsfield's own MCP server — direct git access to the app's repo, real deploys, iterating live against the actual running app instead of a local mockup. No hand-written scaffolding.
A few things I focused on: mixing different AI models per asset (or locking one model so the same person shows up across every photo and video), editing any generated photo with a prompt, and a full history so nothing you generate is ever lost. Full technical breakdown, including what I ran into building on Higgsfield's own design system: https://contra.com/p/mP2FqcZc-ai-powered-app-threadline-for-higgsfield-supercomputer
Try it live: threadline.higgsfield.app — or on the Higgsfield platform itself: https://higgsfield.ai/supercomputer/apps/0eabe215-ee8b-4c39-9457-b3ae3cca9004/view
If you're in this community and already build with Higgsfield — come test it and tell me what's broken and what could be better. This is v1, and I want to keep pushing it until it's an actual tool people reach for, not just a contest demo.
Incredible project! Turning a single mockup into a full visual launch suite with UGC videos and consistent models is pure magic for streetwear brands. The Claude + MCP development workflow makes this even more impressive. Outstanding execution, fingers crossed for the contest! 🚀🔥
Developed an intelligent AI automation workflow with n8n that monitors Google Sheets for new submissions, processes requests with Groq AI, generates personalized email responses, sends them automatically via Gmail, and updates the spreadsheet for tracking. This workflow streamlines customer support, reduces manual work, and delivers faster, more consistent communication.
One of the biggest mistakes businesses make is buying another tool every time they have a problem.
Need approvals?
➡️ Buy another app.
Need notifications?
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Need reports?
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Eventually you're paying for 15–20 subscriptions that don't communicate with each other.
Instead of adding more software, connect the tools you already use.
With automation platforms like Zapier, you can turn Gmail, Slack, Google Sheets, Airtable, HubSpot, and hundreds of other apps into one connected system.
The goal isn't to own more software.
It's to make your existing software work smarter.
Question: How many business tools does your team use every day?
#Zapier #Automation #BusinessSystems #NoCode #AI #Productivity
