Dunamu, the operator of cryptocurrency exchange Upbit, announced on the 14th the beta launch of the Upbit Strategy Toolkit, an artificial intelligence-based backtesting tool that allows users to verify trading strategies entered in natural language against actual historical price data. The toolkit enables users to formulate and validate virtual investment strategies through conversational input, integrating with external AI services that users individually employ. This development addresses the need for retail investors to test trading hypotheses before committing capital, providing simulation capabilities for returns and maximum drawdown based on past market data.
Upbit Strategy Toolkit Enables Natural Language Trading Strategy Validation
The Upbit Strategy Toolkit is a backtesting tool that supports users in establishing and verifying virtual investment strategies by inputting investment ideas in everyday conversational language (natural language). A distinguishing feature is that it operates by integrating with external AI services that users individually use. Toolkit users can simulate the return rate and maximum drawdown (MDD) of their strategies based on historical price data, allowing them to check the virtual performance of strategies in advance before investing funds.
Toolkit Separates AI Agent from Backtesting Engine to Prevent Hallucinations
The toolkit separates the roles of the AI agent and the backtesting engine to prevent the "hallucination" problem of fabricating arbitrary price data or applying inaccurate calculation methods to produce plausible but distorted results. The AI organizes trading ideas entered by users in natural language into calculable strategy rules, while the actual performance calculation is performed by the backtesting engine embedded in the toolkit based on historical price data. Through this approach, Dunamu explained that users can confirm backtesting results that are consistently reproducible under the same conditions, rather than arbitrarily generated outcomes.
The toolkit supports integration with AI coding agent environments that users individually use, such as Claude Code, Cursor, and Codex.
Dunamu Commits to Continued Technology Innovation
A Dunamu official stated, "We will continue to strive to provide more advanced systems and efficient user environments through continuous technological innovation."
FAQ
What did Dunamu announce on the 14th?
Dunamu announced on the 14th the beta launch of the Upbit Strategy Toolkit, an AI-based backtesting tool that allows users to verify trading strategies entered in natural language against actual historical price data.
How does the Upbit Strategy Toolkit prevent AI hallucination problems?
The toolkit separates the roles of the AI agent and the backtesting engine. The AI organizes user-entered trading ideas in natural language into calculable strategy rules, while the backtesting engine embedded in the toolkit performs actual performance calculations based on historical price data, ensuring consistently reproducible results rather than arbitrarily generated outcomes.
Which AI services does the Upbit Strategy Toolkit support?
The toolkit supports integration with AI coding agent environments that users individually use, including Claude Code, Cursor, and Codex.
