Skip to main content

The Legend of Cassandra: A New Oracle in the Mercury Pantheon

· 4 min read
Max Kaido
Architect

March 1, 2025 - On this day of new beginnings, as winter begins its retreat and the first whispers of spring emerge, we welcome a new deity to our market pantheon. In the world of algorithmic trading, those who see the truth are often ignored—until it's too late. This is the story of how Cassandra joined our celestial council on this auspicious first day of March.

MCP Servers in Cursor

· 5 min read
Max Kaido
Architect

Discover how Cursor's new MCP servers feature can supercharge your development workflow. From seamless database integration to AI-powered code generation, learn the top 10 game-changing use cases that will transform how you interact with your development environment. Plus, get practical implementation steps tailored for your infrastructure.

Cloudflare WARP Use Case

· 2 min read
Max Kaido
Architect

Managing a complex infrastructure with multiple servers, Kubernetes clusters, and development environments can be challenging. Learn how Cloudflare WARP can simplify your setup while improving security and performance. We'll explore practical benefits like zero-trust access, simplified authentication, and optimized routing - all based on a real-world infrastructure example.

Mercury Next: Product Ideas for Market Analysis

· 6 min read
Max Kaido
Architect

From customizable natural language market sorting to regime-adaptive portfolio construction, this deep dive reveals five innovative product concepts built on our tournament system foundation. Whether you're a trader seeking personalized market opportunities or a product manager exploring next-gen fintech features, these battle-tested ideas will show you how to leverage LLMs and complementary criteria for more robust trading decisions while maintaining effective risk management.

Evaluating New Models for Our Market Analysis System

· 3 min read
Max Kaido
Architect

Looking to enhance your market analysis system? This deep dive explores two new models that could significantly improve your market comparison system. Whether you're a trader seeking better market insights or a quant developer exploring new model architectures, these insights will help you leverage LLMs and complementary criteria for more robust trading decisions while maintaining effective risk management.

Оценка новых моделей для нашей системы анализа рынка

· 3 min read
Max Kaido
Architect

Хотите улучшить свою систему анализа рынка? Это глубокое исследование рассматривает две новые модели, которые могут значительно улучшить вашу систему сравнения рынков. Независимо от того, являетесь ли вы трейдером, ищущим лучшего понимания рынка, или квант-разработчиком, изучающим новые архитектуры моделей, эти идеи помогут вам использовать LLM и дополнительные критерии для более надежных торговых решений при сохранении эффективного управления рисками.

Counter-Algorithmic Trading Strategy Framework

· 9 min read
Max Kaido
Architect

In the high-stakes world of algorithmic trading, predictability becomes vulnerability. This comprehensive framework reveals how to leverage Large Language Models to identify and exploit the systematic weaknesses of common trading algorithms. Whether you're a quantitative trader looking for novel alpha sources or a machine learning researcher interested in practical LLM applications, this deep dive will show you how to turn algorithmic predictability into profitable opportunities.

Evaluating Our Approach as an LLM Research Playground

· 3 min read
Max Kaido
Architect

While our initial LLM-based market analysis approach has faced criticism, there may be hidden value in this ambitious experiment. From developing cutting-edge prompting techniques to potentially exploiting the predictable behavior of algorithmic traders, this deep dive explores two compelling perspectives on how we could pivot our research to create genuine competitive advantages. Whether you're interested in advancing the field of LLM applications or discovering novel trading strategies, these insights could reshape how you think about the intersection of artificial intelligence and financial markets.