Fake Account pretending to be me, report and deal with it how you can. https://www.instagram.com/the_real_venceslau?igsh=cG9rbTN2M3Iyd3Rx

You just watched the full 23-minute folder architecture walkthrough. Vote below, then drop your use case in the comments. What are you building this system around?

This one traces AI auditing instruments back to places most people don't expect. Vote below, then tell us in the comments: what surprised you most about where these tools came from?

You just saw how video production turns into code. Vote below, then tell us in the comments: what is one repetitive creative task in your work that could become a pipeline?

Tell us three things: 1. What you do (job, industry, student, career-changer, whatever) 2. What brought you to Clief Notes 3. One thing you're trying to figure out right now related to computing or AI I'll respond to every single one. And read each other's intros too because the person who's stuck on the same problem as you might already be in this thread. I'll go first I am Jake, I have been working in tech for 15 Years, building with Generative AI for 3 Years straight now! Excited to teach and learn! That's it. Simple, scannable, gives you data on who's joining and what they need, and keeps the feed clear for content that retains people past week one.