My community w/ AI builds, 30 video lessons, 50+ prompts, 2 roadmaps, and weekly strategy https://skool.com/troublefreeai Check out my SaaS Product: https://mapthemap.com Check out my main channel: https://youtube.com/@parkerrexdaily Follow me on other platforms 🏆 🕊️ Twitter/X: / parkerrex 🤙 Blog: https://parkerrex.com Why watch? If this is your first view—hi, I'm Parker. TLDR: I spent 7 years building startups, and 3 years mastering the AI tool set. I help professionals skill up on the AI tools that the rest of the world has not woken up to yet! Like, subscribe, and leave me a comment if you have a specific request! Thanks. Chapters: 0:00 - 0:11 Introduction & Background 0:11 - 0:49 Video Overview: Automation System & PRDs 0:49 - 1:15 Automation System: High-Level Overview 1:15 - 2:32 Automation System: Inspiration & Tech Stack (GCP, GitHub Repo) 2:32 - 4:04 Automation System: Workflow & Storage (GCS, GCS Fuse) 4:04 - 4:52 Automation System: Asset Generation with Auphonic 4:52 - 5:21 Thumbnail Automation: Intro & PRD Context 5:21 - 6:13 Thumbnail PRD: Step 1 - Background Generation (Imagen 3) 6:13 - 6:51 Thumbnail PRD: Step 2 - Discord Interaction & Background Selection 6:51 - 8:07 Thumbnail PRD: Step 3 - Subject Extraction & Background Removal (FFmpeg, rembg) 8:07 - 8:58 Thumbnail PRD: Step 4 & 5 - Text Overlay & Final Composition (Pillow) 8:58 - 10:31 The PRD Process: Iteration, Manual Steps First, Product Thinking 10:31 - 11:52 Why PRDs Matter & Using AI to Refine the PRD 11:52 - 13:24 Demo: Updating the PRD Document with AI (Cursor IDE) 13:24 - 14:12 Manual Testing Example (Canva) & Identifying PRD Errors 14:12 - 15:38 PRD Iteration: Correcting Thumbnail Dimensions 15:38 - 18:09 Future Scope, Vibe With AI Platform & Community 18:09 - 18:40 Call to Action & Outro