Build an Automated Product Ad Pipeline with Claude + Seedance The idea is simple enough: drop a product image, and Claude figures out the rest. It invents the ad concepts, writes the video prompts, and submits them to Seedance — one by one, in your actual browser, so you can watch it happen. I find
Tips and tricks
Seedance 2.0 went viral the week it launched because people couldn’t tell if what they were watching was real. That confusion is the whole strategy. If you’re building an AI influencer right now, you’re entering before the format gets obvious — and the “is she real?” comment section still reliably signals the algorithm to push
How to Tag Your LoRA Training Images (And Why Getting This Wrong Breaks Everything) Most LoRA problems I see aren’t dataset problems. They’re caption problems. The model trained fine — it just learned the wrong thing because the tags were inconsistent. Tagging is the text attached to each training image. The model doesn’t learn faces.
This workflow runs Claude, Nano Banana Pro, and Seedance 2.0 while you’re away from the computer. Give it a product, and it looks up ad strategies, generates AI avatars, and spits out a batch of UGC videos ready to publish. Schedule it to run overnight and you’ll have something to review in the morning. What
If you want to work like a high-level engineer (or scale your productivity as a solo dev), this framework acts like an operating system for decision-making, execution, and iteration. 🔹 1. Plan Node Default Before jumping into code: 👉 Key idea: Think first, code second. 🔹 2. Subagent Strategy Break complexity into smaller units: 👉
I would say generate 1-2 images to see if you like the settings. Than bigger batches to select the best. Also I would disable Hires. 🔧 1. Base Model Setup 👉 Why: SDXL performs best at higher native resolutions → better facial structure and fewer artifacts. 🎛️ 2. Sampler Settings ✅ Recommended (most stable realism)
One sentence that instantly improves any Claude conversation, borrowed from how GANs work The single most useful thing I’ve learned isn’t a prompt template It’s one sentence you can drop into any conversation at any point: Use a GAN-style thinking framework — give me specific critiques and concrete suggestions. When Claude feels too agreeable or