full-stack-developer

Run the new-fullstack-app.ps1 PowerShell script with an app name and feature flags such as -IncludeAI, -IncludeMCP, and -IncludeMonitoring. It scaffolds a React frontend, FastAPI backend, Docker Compose orchestration, and a Prometheus/Grafana monitoring stack.

The frontend uses React 18 with TypeScript, Chakra UI, and Vite. The backend uses FastAPI with PostgreSQL, Redis, and SQLAlchemy, plus nginx, Docker Compose, and GitHub Actions for CI/CD.

The generated chatbot supports four providers: OpenAI, Anthropic, Ollama, and LM Studio. An AIProviderManager class handles provider selection, automatic fallback, and streaming responses via Server-Sent Events.

No, it focuses on web-based fullstack applications only. Native mobile, desktop, game, blockchain, and embedded development are explicitly out of scope and require specialized skills.

It follows the testing pyramid: 50% unit tests with Jest and React Testing Library, 30% integration tests with pytest and FastAPI TestClient, and 20% end-to-end tests with Playwright, all wired into CI.

Avoid it for applications serving over one million users, sub-millisecond latency requirements, or strict compliance regimes like HIPAA and PCI DSS. Those scenarios need specialized architecture and compliance expertise beyond the builder's templates.