what to test for UI changes (the file loads automatically when you
work on frontend files).
The right attitude is: "What could go wrong, and how do I verify that
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bash
npm start # Setup dev + start all
npm run dev # Frontend + backend
npm run lint-dev # Lint with auto-fix (ALWAYS before done)
npx turbo run lint --filter= # Lint
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here are for upstream syncs or harness maintenance.
- `postgres/conformance/pg-sqltests/` - `.sqltest` coverage for the PostgreSQL frontend. Tests are meant to pass on both tursopg (`run`) and real PostgreSQL (`run-postgres`).
- `testing/cli_tests
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existing code that uses `any`, narrow it to a concrete type whenever feasible.
- For frontend components and pages, prefer Ant Design v5 components and follow its conventions. Reference https://ant.design
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strictly enforced. You must use `go modules` for dependency management.
* **UI (React/TypeScript):** The frontend is written in React and TypeScript.
* **Kubernetes Manifests:** Argo CD heavily relies on Kubernetes manifests
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/schema`: database schema definitions for core databases store and visibility store
- `/service`: main services (frontend, history, matching, worker, etc.)
- `/service/frontend`: frontend service implementation
- `/service/history`: history service implementation
- `/service/matching`: matching service
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marimo Development Guidelines
marimo is a reactive notebook for Python with a modern web frontend.
## Your primary responsibility is to the project and its users
Being an open source library
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agentic workflows, and MCP tool-use. Backend is Python 3.11 / Django 5.2 / LangChain; frontend is Vue 3 / Vite. Data layer is PostgreSQL + pgvector and Redis; Celery for async work
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codebase. Main areas:
- `apps/opik-backend`: Java backend (source in `src/main/java`, tests in `src/test/java`).
- `apps/opik-frontend`: React/TypeScript frontend (`src` and related assets/config).
- `apps/opik-documentation`: documentation website and generated API docs.
- `sdks/python`, `sdks/typescript`, `sdks/opik_optimizer
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Follow Test Patterns**: Use `create(:factory)` syntax (FactoryBot) and standard RSpec expectations.
- **Frontend vs Backend**: We are currently focused on robust backend regression tests. Frontend changes require more manual user
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clippy::too_many_lines
-W clippy::cognitive_complexity -W clippy::excessive_nesting -D warnings`.
## Frontend (web/)
- After every change under `web/`, run `npm run format:check` from `web/`
before considering
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cargo test -p `, or
`cargo test --workspace --exclude screenpipe-rfdetr-mlx` as CI does. Frontend is
`cd apps/screenpipe-app-tauri && bun run test`.
`src-tauri` is excluded from the workspace
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wrong results.
## Project context
- This is an Electron application with a secure IPC boundary.
- Frontend is a React app that uses TanStack Router (not Next.js or React Router).
- Data fetching/mutations
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library plus React, Angular, and Vue 3 wrappers. It runs entirely in the browser — frontend-only, no server-side logic. It cannot access the internet unless explicitly configured (air-gapped
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workflow`, and the relevant layer-specific skill when changes touch these areas.
## UI And Frontend
- Prefer Vue for new UI work where it fits the surrounding code.
- Legacy JavaScript, Twig
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