Libra AI addresses this issue with a unified environmental management system:
- Standardized environmental configuration: Built-in
.env.example
Templates are preconfigured with development/testing/production variables to support one-click switching - Sandbox isolation technologyIntegration of E2B and Daytona runtimes, where each function module is executed in a separate container to avoid environment conflicts.
- Cross-environment synchronization: By
packages/db
migration scripts to keep the data structure consistent, with Cloudflare KV for configuration cloud synchronization
Specific operation process: 1) Development using thebun dev
Start local environment 2) Test phase passeswrangler d1 execute
Validate database 3) GitHub Action automatically injects corresponding environment variables during production deployment. This system reduces 85% environment-related issues.
This answer comes from the articleLibra AI: An Open Source Project for Rapidly Building and Deploying Web Applications through Natural LanguageThe