From the lab
Deep dives into the engineering decisions, architectural pivots, and unexpected discoveries behind GenieForge.
How we built an AI that improves itself
We built an AI product manager that inhabits GenieForge apps from the inside, discovers platform gaps, and files its own improvement proposals, including proposals to improve itself.
Eliminating boilerplate for app configuration
Every app needs settings: company name, timezone, feature flags. We replaced the five-step migration-tools-form-page ceremony with a single schema definition and auto-registered runtime tools.
The versioning engine behind safe app evolution
Building an app by talking to an agent means the app changes constantly. Our versioning engine lets builders edit a live app freely while end users stay on a frozen published version, with a two-pass publish that can even drop a database column without interrupting anyone mid-session.
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