ai-native-workflow

Comprehensive guide for AI-managed development workflows and language-agnostic system operations. MANDATORY for any feature implementation, API creation, UI development, debugging, or testing. Defines the universal toolchain (Hurl, Faker, Docker, agent-browser) used to execute and verify code without relying on language-specific frameworks like pytest or Jest.