About Daily Alpha Brief

What we are, what we are not, and how this works

About Daily Alpha Brief

Daily Alpha Brief is an automated algorithmic trading analysis system that publishes daily market intelligence for cryptocurrency intraday trading.

What We Are

• A data-driven, automated analysis pipeline
• Powered by a Bayesian multi-strategy fusion engine
• Grounded in peer-reviewed academic research
• Transparent about methodology and limitations

What We Are Not

• Not financial advisors
• Not a trading signal service
• Not responsible for trading decisions
• Not affiliated with any exchange or broker

How It Works

Data ingestion. The system continuously pulls OHLCV (open/high/low/close/ volume) candles from the MEXC exchange across 10 cryptocurrency pairs and 5 timeframes (1m, 5m, 1h, 4h, 1d), storing them in a PostgreSQL time-series database with upsert deduplication. New candles are ingested every 60 seconds.

Strategy layer. Eight independent strategies each read the candle data and emit a directional vote — BUY, SELL, or NEUTRAL — with a confidence score between 0 and 1. Four are classical technical strategies, three are empirical strategies drawn from the academic literature, and one is a multi-source sentiment strategy that reads news and the market Fear & Greed index rather than price.

Bayesian fusion. The eight votes are combined in a naive-Bayes fusion engine that weights each strategy by its learned reliability. Every night the weights are re-estimated from recent performance, with Claude AI (Anthropic) analysing the metrics and recommending adjustments. The result is a single calibrated confidence per symbol that maps to an EXECUTE / WATCH / SKIP recommendation.

Blog generation and shadow portfolio. Each day around 02:00 UTC the system generates a Daily Alpha Brief from the live database, rebuilds this static site, and deploys it. A $1,000 USDT shadow portfolio paper-trades the live signals so that published performance reflects the same logic the analysis describes — with no real money at risk.

The Team

Daily Alpha Brief is generated by an algorithmic system running on a private Linux server. The system uses Claude AI (Anthropic) for daily strategy reweighting and blog post generation.

Contact

Contact details coming soon.