veloxdb

Enforces a Rust-first approach for heavy work in VeloxDB so expensive compute stays in Tauri/Rust instead of JavaScript. Focuses on memory efficiency, fast execution, bounded IPC payloads, and simple implementation patterns. Use when adding or changing heavy queries, transformations, diffing, parsing, exports, aggregations, or any path where performance is critical.

Build and harden React Flow diagram surfaces in VeloxDB using @xyflow/react patterns (nodes, edges, viewport, controls, interactions, performance). Use when working on schema diagram canvas behavior, replacing legacy canvas code, or improving diagram UX and scale.

Guides scalability and performance work for VeloxDB's Tauri + Rust PostgreSQL backend and React + TanStack frontend. Covers pnpm-only tooling, src/ file layout (features, data, components/ui, lib), connection pooling, bounded query results, IPC payload size, TanStack Query defaults, virtualization, memo patterns, minimal useEffect usage, and shadcn-style UI consistency. Use when the user asks about performance, memory, latency, large result sets, slow queries, pooling, caching, N+1 patterns, scaling the UI, effects/hooks, repo structure, package manager, or component styling aligned with the design system.