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MVP System Status
Chart Rhythms build dashboard
This page tracks what is already working in the MVP, what is partially working, and what still needs to be connected later.
Working
8
Partial MVP
8
Not connected yet
1
Frontend Pages
Homepage, markets, stocks, news, watchlist, login, signup, about, and disclaimer pages are built.
Search
Users can search by ticker, company name, or keywords and route to stock rhythm pages.
Stock Analysis API
The /api/analyze/[ticker] route returns short-term, mid-term, and long-term algorithmic analysis.
Article Analysis API
The /api/articles/[id]/analyze route returns article-level sentiment, bullish signals, bearish signals, and source details.
News Source Cards
News cards show source name, published date, ticker, sentiment, preview, and source link.
Watchlist
Watchlist works with browser local storage. Later, it should connect to user accounts and a database.
Market Data
Market prices and index values are mock data. Later, they should connect to a real market data API.
Live News Provider
The /api/live-news/[ticker] route is connected through the Alpha Vantage provider layer and can return live articles when the API key works.
ALPHA_VANTAGE_API_KEY
Alpha Vantage is the active financial news provider. Check /api/live-news/NVDA or /api/ai/analyze/NVDA to confirm whether the response is live or fallback.
Real News API
The app can use live Alpha Vantage news and safely fall back to mock articles if the provider fails or returns no valid feed.
AI Provider Layer
The /api/ai/analyze/[ticker] route exists and uses algorithm fallback until a real AI provider is connected.
AI_PROVIDER
The current AI provider mode is algorithm. Later, this can be changed to external_ai when connecting a real AI model.
AI_API_KEY
The .env.local file has an AI_API_KEY placeholder. A real AI key can be added later when connecting an external AI model.
Real AI Model
The current analysis uses keyword and theme scoring. The app is prepared for real AI, but external AI is not connected yet.
Database
No database is connected yet. Later, PostgreSQL/Supabase can store users, watchlists, articles, and summaries.
Authentication
Login and signup pages exist visually, but real account authentication is not connected yet.
Deployment
The site runs locally at localhost:3000. Later, it can be deployed to Vercel.
Recommended next step:
Alpha Vantage live news is now connected through the provider layer. The next major step is improving the AI layer so real AI can analyze live articles while keeping source citations and safe financial wording.