15 posts tagged with "mercury"
View All TagsMercury Fine-Tuning Framework: From Chaos to Systematic Optimization
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.
Mercury Redesign: Clean Architecture Implementation
After extensive discussion and implementation, we've achieved a clean, minimal architecture that separates concerns properly and avoids over-engineering.
Core Architecture Principles
- Clear Separation: Variants (experiment tracking) vs Instances (deployment)
- Single Responsibility: Config = strategy, Instance = deployment, Scheduler = timing
- Type Safety: Strong enums prevent runtime errors
- No Database Pollution: Infrastructure concerns stay out of business logic
- Config-Over-Env: ABH variants determined by time + TypeScript config, NEVER environment variables
Mercury Data Migration: Typhon → Hecate
Executive Summary
Migrating all Mercury trading data from typhon (Hetzner/German digital vermaht jurisdiction) to hecate (secure jurisdiction) to preserve valuable trading information while eliminating jurisdiction risk.
Mercury Trading System - Comprehensive Refactoring Plan
Our Mercury trading system has grown organically over time, leading to intertwined services, duplicated code, and complex state management. This document outlines a strategic approach to refactoring key components to improve maintainability, testability, and performance.
