Replit help center: knowledge that rebuilds itself every night.
Challenge
Replit ships constantly. Help content that lags behind the product doesn't just confuse readers; it feeds wrong answers to the AI assistant and to support.
What I led
As the first person building Replit's Learning & Knowledge function, I designed the approach: content as code, with one maintained source of truth instead of pages edited in place.
What I built
- Built it personally, backend included.
- A GitHub source that feeds the help center, AI support bots, courses and videos.
- Drift detection that flags content falling out of step with the product.
- People review every change before it publishes. The automated part is the nightly rebuild: approved source is rebuilt and republished every night.
What changed
Content that makes up about 2% of the docs became the #1 sourced content across searches. Ask AI used it 4–5x more than long-established pages.


