How VeloGen Learns From Your Feedback

When you rate a generated answer with a thumbs-up, you're doing more than telling us it worked — you're training the generator.

The feedback loop

Each rated answer is stored with its original prompt and code context. When a new request comes in, VeloGen compares it against previously verified answers for the same context (page code, backend module, router, and so on). If a strong match is found, that verified answer is injected into the prompt as a gold-standard template.

Why this matters

Generic AI models hallucinate Velo APIs all the time — inventing element methods that don't exist or mixing wix-data v1 and v2 syntax. Templates verified by real Wix developers anchor the model to patterns that are known to run in production.

What you can do

• Rate answers with 👍 / 👎 — it takes one click and directly improves future generations
• Set up your project context in the sidebar so answers use your real collection names and element IDs

The more the community rates, the better VeloGen gets for everyone.