Dear Automation Tribe members, On this 24th of December, I’d like to wish you all a joyful and restful holiday season. Thank you for being such an active, curious, and supportive part of our skool community. May the days ahead bring fresh ideas, renewed energy, and exciting automation wins in the year to come. Enjoy the holidays! ✨🤖 Warm wishes, Razvan

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 🚀