PatoRigMV/trading-buddy

The project 'trading-buddy' is currently a personal experiment or tutorial-level repository with minimal traction (1 star, 0 forks). It falls into the category of 'AI-wrapper' projects that leverage the recent trend of multi-agent systems for financial markets. From a competitive standpoint, it lacks a moat entirely. It competes in a highly saturated market of algorithmic trading frameworks where established players like Freqtrade (high stars/community), Hummingbot (high liquidity/connectors), and QuantConnect (deep infrastructure/data gravity) already dominate. The use of 'multi-agent' architecture is a reimplementation of patterns found in generic frameworks like AutoGen or CrewAI applied to a trading context. Frontier labs like OpenAI are increasingly building 'Agentic' capabilities into their core platforms, which could easily replicate the orchestration logic here. There is no evidence of proprietary data, specialized alpha-generating algorithms, or high-performance execution engines that would provide defensibility. For an investor or analyst, this project represents high risk with no clear path to surviving the rapid consolidation of AI-driven trading tools.