joao-aires

AI features and MCP interfaces, with evaluation, Google ADK, LangChain/LangGraph and standalone FastMCP.

Guidance for application backup and disaster recovery, capacity and cost across Kubernetes and managed services, with optional AKS expertise.

Business strategy, opportunity evaluation and evidence-led product feedback.

Project foundations and conventions, synchronized documentation, E2E, Git contributions, CI/CD and security/privacy by design.

Python, FastAPI, SQLAlchemy, Alembic and contextual database conventions.

HTML architecture diagrams and presentations.

Next.js, TypeScript, shadcn/ui, Vercel practices, and consistent UI/UX governance.