skill and follow its `references/rapid.md`. Short commands:
| Command | Step |
| --- | --- |
| `run` | Start the backend and frontend dev servers and report their URLs |
| `test` | Run the local acceptance, contract and E2E tests
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Frontend Guidelines
**Last Updated:** October 29, 2026
## Dependencies & Pins
- [`frontend/README.md`](README.md) is the canonical doc for dependency pin rationale, the `overrides` layer, ESM-only upgrade blockers, and the orphan-audit
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Drop `-n` when you need `pdb`/`-s` or ordered output.
- Backend tests use pytest; frontend unit tests use Bun's built-in runner — see *WebUI* above and *React component tests
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monorepo: Java 21 / Spring Boot WebFlux + R2DBC backend and a Vue 3 + TypeScript + TailwindCSS frontend. Work from the repo root and load **every relevant module guide** for the areas
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using `register_*` macros
- Blocking the async runtime with synchronous I/O operations
### Quick tips
- On frontend apps, such as the interface in React, you must ALWAYS ensure type-safety based
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negotiable iron rules for showcase cells.
# CopilotKit
AI agent framework with three layers: **Frontend** (React/Angular/Vanilla) → **Runtime** (Express/Hono) → **Agent** (LangGraph/CrewAI/BuiltIn/Custom), communicating via the AG-UI protocol (event-based SSE).
## Essentials
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Showcase — Agent Guidance (canonical)
> **BEFORE touching ANY showcase cell (integration, test, fixture, frontend), these are non-negotiable.**
>
> These rules have been re-explained ~20 times because they were written down
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VERSION_MINIMUM=3.5 bun run tauri dev
# Build for production
bun run tauri build
# Frontend only development
bun run dev # Start Vite dev server
bun run build # Build frontend (TypeScript
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detection system for IP cameras that uses:
- **Backend**: Python 3.13+ with FastAPI, OpenCV, TensorFlow/ONNX
- **Frontend**: React with TypeScript, Vite, TailwindCSS
- **Architecture**: Multiprocessing design with ZMQ and MQTT communication
- **Focus**: Minimal
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data. Prefer read-only queries, and
continue to use the seed CLI to create frontend test state rather than
ad-hoc inserts.
- Dev Docker Compose exposes these clients on `${HOST
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current Next.js, React, and tRPC versions before
version-sensitive work.
- Primary package for frontend and most request/response surface changes.
## Maintenance Contract
- Update this file in the same PR when entry
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langfuse/shared` for cross-runtime types, schemas, domain contracts,
model-pricing helpers, and other frontend-safe utilities.
- Use `@langfuse/shared/src/db` only when worker code or tests need direct
Prisma access.
- Use narrower
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