Research & grounding
Business context, sources, constraints and what must not be invented.
AI-NATIVE WORKFLOW
AI для нас не декоративная функция, а часть исследовательского, архитектурного и инженерного процесса.
Claude Code использовался в нескольких проектах для анализа репозитория, архитектуры, реализации, рефакторинга, документации и тестирования. Продуктовые решения, правила предметной области и финальный релиз остаются под человеческим контролем.
Business context, sources, constraints and what must not be invented.
Roles, data, permissions, workflows and decision boundaries.
Implementation, refactoring, documentation and repository-level reasoning with Claude Code on selected projects.
Build checks, business-rule validation, test paths and human review.
Human-owned product decisions, deployment and operational responsibility.
Used across selected systems for codebase inspection, implementation plans, refactoring, docs, tests and iterative delivery.
Private repositories, structured documentation and code review are used where the project is connected to GitHub.
Financial approvals, domain policy, client decisions and deployments are not delegated blindly to an AI model.
VentureOS and knowledge products are being designed for source-grounded reasoning and agent workflows beyond code generation.