Research & grounding
Business context, sources, constraints and what must not be invented.
AI-NATIVE WORKFLOW
AI bizim üçün dekorativ əlavə deyil; araşdırma, arxitektura və inkişaf metodunun bir hissəsidir.
Claude Code bir neçə layihədə repo analizi, arxitektura, implementasiya, refaktorinq, sənədləşdirmə və test üçün mühəndislik əməkdaşı kimi istifadə olunub. Məhsul qərarları və yekun təsdiq insan nəzarətində qalır.
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.