Financial Agents
Trading, analysis, portfolio management, and risk assessment agents
The State of AI in Quantitative Finance: Tools, Frameworks, and Agents
The integration of artificial intelligence into quantitative finance has moved from academic curiosity to a fundamental competitive edge. The modern quant's stack is a complex ecosystem of specialized...
FinGPT vs Bloomberg GPT: Which AI Is Better for Financial Analysis?
The financial LLM space is crowded with hype but thin on substance. Two names come up repeatedly in practitioner conversations: **BloombergGPT**, Bloomberg's proprietary 50B-parameter model, and **Fin...
How Hedge Funds Use AI Agents — And What Individual Traders Can Learn
The trading floor of the 2020s is silent. The frantic shouting of orders has been replaced by the hum of servers and the quiet clicks of keyboards. Institutional trading is no longer a game of gut fee...
Crypto Trading Bots with AI: A Practical Guide to Autonomous Trading
The crypto market never sleeps. Unlike equities, there's no closing bell, no circuit breakers (mostly), and no consolidated tape. For engineers, this creates a uniquely demanding environment for autom...
Building an AI Trading Bot with LangChain: A Step-by-Step Tutorial
Most tutorials on "AI trading bots" are either vaporware or dangerously naive. They show you a LangChain agent calling a single indicator function, then skip straight to "now deploy it and make money....
How AI Agents Are Revolutionizing Algorithmic Trading in 2026
The intersection of artificial intelligence and algorithmic trading isn't new — quantitative hedge funds have used machine learning models since the early 2000s. What *is* new is the emergence of auto...
AI-Powered Risk Assessment: How Financial Agents Analyze Market Exposure
Financial risk assessment has followed the same fundamental playbook for decades: compute Value at Risk (VaR), run stress tests against historical and hypothetical scenarios, and produce reports that ...
Building a Portfolio Management Agent with CrewAI
Single-LLM approaches to financial analysis hit a wall fast. You can ask GPT-4 to analyze a stock, but it can't simultaneously monitor risk exposure, scan for opportunities, and execute rebalancing de...