I’ve been working on a way to turn my video shoots into searchable media library. Delivering terabytes of raw footage to clients on hard drives is a pain and the raw clips are hidden in folders. The files are unsearchable, so the footage just sits there and dies. The solution is a custom, automated AI media vault built for each brand. The Stack & Workflow: Python + FFmpeg: A local script parses my export folders and automatically generates lightweight 1080p web proxies. Google Gemini Flash: Transcribes the audio, auto-tags visual metadata, and categorizes clips based on folder structure. Cloudflare R2: Secure cloud storage buckets per client. Softr: The front-end client portal. Instead of paying an editor to manually tag assets, Gemini turns spoken quotes into instant search filters. The client types in a keyword, and the exact 15-second clip isolates immediately. I’m currently rolling this out as a premium service to close higher-tier, multi-day production contracts. Here is a 2-minute demo of the workflow. Let me know if you have any questions on the Python script or the Gemini integration.

Is there a video available that teaches how to build anything with Claude? Thanks.

Hi! Welcome to the AI Architects Community. Take a moment to map out your goals and introduce yourself to the group. (✄ copy/paste template below) What are you building? What's your 3 to 6 month goal? What's your biggest blocker? What are you most excited about?

How do I unlock level 7 so I can watch business clarity course? Without the upgrade to premium. Thanks.

Hey Architects! We're back live Tuesday and Thursday only this week. - PAID members can access all live segments anytime (✄ cut and organized by topic) - FREE members can access the last unedited video for 24 hours only (see below👇) 📆 Upcoming: Tues and Thur 10am only (calendar) 🖥️ Watch now 10/6 - How Business Owners Are "Dumb" - A New Advanced Coding Course - Understanding Agentic Software 👥 Community Update - Pricing + Annual Subscription on Sale (ends 10/15) 💬 Video request? - Make a video request and I'll cover it (click here) 💪