Use Cases by Goal

Choose the entry point that matches your background and goals.

Persona	Best for
TradingView Users	You write Pine Scripts in TradingView and want to upgrade your backtesting
Python Developers	You write strategy logic in Python and want CLI/JSON-based experiment management
Quants & Researchers	You prioritize statistical rigor and want systematic optimization and walk-forward validation
Automated Trading	You want an end-to-end environment from backtesting to live order execution
AI Agent Users	You want to automate strategy exploration with Claude Code or similar AI agents
Discretionary → Systematic	You want to codify your discretionary playbook as JSON and quantify emotional bias
Comparison with Other Tools	You want to understand how AlphaForge compares to Backtrader, vectorbt, or TradingView

---

For market-specific use cases (Futures, Equities, FX), see the Activation Scenes section on the homepage.