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Mercury Fine-Tuning Framework: From Chaos to Systematic Optimization

· 4 min read
Max Kaido
Architect

After months of architectural development, Mercury reached a critical milestone: all core components were implemented and operational. We transitioned from building the foundation to the fine-tuning phase—optimizing our AI-powered trading system for maximum profitability. However, this phase revealed significant challenges in our experimental framework that ultimately hindered progress rather than accelerating it.