So I got a bunch of Tavily API credits for completing their course AND I wanted to show how to use a Boilerplate template to start apps. Combined this with a system (Claude Code Plugin) I've been developing the past couple of months I'm calling 'Apex Spec System' and I made a pretty awesome and good looking app. Complete open-source here: https://github.com/moshehbenavraham/tavily-app How it works: - Phases → major feature groups - Sessions → focused implementation units - Specs → detailed requirements per session - Task checklists → 15-30 items to complete - Validation gates → quality checks before moving on The result: - 15 sessions across 3 phases - FastAPI backend + React frontend + PostgreSQL - Auth, CRUD, 4 Tavily operations, save results with metadata - ~15K lines of production-ready code - 2 afternoons The key insight: AI doesn't drift when it has clear scope, explicit constraints, and traceable progress. It's not magic—it's just structured prompting at the project level. Video below! Curious if anyone else is experimenting with structured AI dev workflows such as BMAD, Github Spec Kit, etc. What's working for you?

I just published a new tutorial where I show how to automatically create short videos for products, links, or blog posts using Airtable, n8n, and AI. Watch the video here: 👉 https://youtu.be/GBtq7tmOqtI If you want to download the full automation and the Airtable base, they’re available in my paid community: 👉 https://dub.sh/automation-tribe This setup is perfect if you want to create videos fast and share them on social media 🚀

Hello everyone. I want to apologize for not being very active recently. I have been dealing with some health issues, but I am feeling better now and I am back. What should I create next? • Is there a workflow in your projects or business that feels slow or repetitive? • Is there something you wish could be automated or simplified? • Do you have an idea that would benefit the community as a whole? Your suggestions will guide what I build next, so feel free to share your ideas below. Thank you all for your patience and support. I am looking forward to creating more valuable automations with you.