Scalar.dev is a Python/SQLite starter application framework designed to prevent software complexity as projects grow. It provides a working CRM foundation with minimal dependencies, server-rendered HTML, built-in AI integration, mobile/PWA support, and complete source code ownership for self-hosted deployment.