# SG Weather Ops Dashboard

Source: https://github.com/optiflow/sg-weather-ops-dashboard

Accessed: 2026-06-04

The public repository README identifies SG Weather Ops Dashboard as an AI-assisted full-stack TypeScript deployment case study for saving Singapore locations and viewing local weather snapshots. It describes a React/Vite dashboard, Express API, SQLite persistence through Drizzle ORM, Singapore data.gov.sg weather endpoints, local documentation, automated tests, and a repeatable quality gate.

The README states that the repository was built as part of an AI Singapore AIxTech Programme Assignment and demonstrates use of OpenAI Codex and Claude Code to move from requirements to implementation, documentation, debugging, and verification.

Use this source only as public repository evidence of a hands-on AI-assisted development workflow. Do not treat it as independent third-party validation, production deployment evidence, or proof that the dashboard itself is an AI product.

## Architecture review — 8 October 2026

The public README was reviewed for the profile's simplified architecture illustration. It identifies a React/Vite dashboard, an Express API, SQLite with Drizzle, and Singapore data.gov.sg weather endpoints. The illustration omits development routing and shows the API's separate storage and weather-data dependencies. It describes the public personal project, not an employer system or a production service-level claim.