Research & grounding
Business context, sources, constraints and what must not be invented.
AI-NATIVE WORKFLOW
هوش مصنوعی برای ما یک افزونه نمایشی نیست؛ بخشی از روش تحقیق، طراحی و توسعه است، با مرزهای روشن برای تصمیمگیری و اعتبارسنجی.
Claude Code در چند پروژه بهعنوان همکار مهندسی برای تحلیل مخزن، معماری، پیادهسازی، بازآرایی، مستندسازی و تست استفاده شده است. تصمیم محصول، قواعد دامنه و انتشار نهایی همچنان انسانی و قابل بازبینی میماند.
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.