Violet product development workflow - discovery, definition, design, development, and review
Validates technical feasibility and designs architecture
Explores codebase to find patterns, similar features, and constraints
Explores internal documentation (brain repos, Notion) for context
Structured root cause analysis methodology with three-test isolation and prevention analysis
Conducts external research for competitive analysis, standards, and APIs