Featured note
Introduction to Vektor - AI-Native Hedge Fund OS
Learn how Vektor combines transparent research, paper-first execution, and strict risk controls into one operating system.
Research and operating notes
Briefs that explain what the system is seeing and why it matters.
The blog mirrors the product philosophy: readable analysis, explicit tradeoffs, and a tighter connection between research, risk, and operating discipline.
Archive
Latest writing
How Multi-Agent Trading Works
Understand how independent specialized agents collaborate on research, sizing, and safety without creating a single point of failure.
Why We Start with Paper Trading
The safety-first approach: learn and validate strategies with simulated capital before risking live money.
Risk Management: Our Multi-Layer Approach
How Vektor protects capital through automated limits, independent review, and manual controls at every layer.