Hey everyone 👋 I'm building something I wish existed when I was debugging training runs — an AI agent that automatically detects and explains anomalies in LLM/ML training. Things like: • Gradient vanishing in specific layers • Attention head collapse • MLP activation drift ...and instead of just flagging a number, it traces the root cause and suggests fixes. Like having a senior ML engineer watching your run 24/7. I'm still in early validation — no product yet, just a working prototype and a lot of conviction. Looking for 10 ML engineers to give me 15 minutes of honest feedback. In exchange: free lifetime access when it launches + your name in the credits. If debugging training runs has ever cost you hours (or days), I'd love to talk. Drop a comment or DM me directly.

This project started with a client’s request for short videos, and it pushed me to explore deeper, turning it into a full UGC‑style content pipeline: 💬 One Telegram message → kicks off the workflow ✍️ AI generates 7 influencer scripts (one per day) 🖼️ Images prepped + converted for video 🎬 Videos generated via API with captions + hashtags 📁 Everything stored in Drive + logged in Sheets 🧠 Error handling + spam protection baked in What surprised me most was how much quality matters here, pacing, captions, and reliability are just as important as the automation itself. This kind of setup feels super relevant for: - Agencies managing multiple influencer accounts - Solo creators who want consistent content without editing - Brands running automated campaigns - Marketing teams testing messaging at scale - Anyone experimenting with UGC‑style content at scale I’ve documented the workflow in my GitHub repository, feel free to visit: https://github.com/Orekidesu/n8n-workflow-project-lists/tree/d0ef7a8043ce2b4e9d11d34c6667d06616c20128/AI%20Influencer%20Video%20Generator 👉 Has anyone else here been experimenting with influencer/UGC pipelines? Would love to swap notes and see how you’re approaching it.

I am new here please be welcoming

Actually new to the community trying to learn as much as I can and to connect with friendly minded people

Hey everyone 👋I’ve been talking to a few business owners lately and one big issue keeps coming up — losing track of leads. Some say they get leads from WhatsApp, forms, Instagram, or emails… but then forget to follow up. Others say they use Google Sheets or CRMs, but it’s still hard to keep everything consistent. I’m curious — how do you currently manage your leads and follow-ups? - Do you use any system or tool? - How do you make sure no one slips through the cracks? - What’s the hardest part for you? I’d love to understand what’s most frustrating about your current process. 👇 Drop your thoughts — would love your input! 🙏