Blog
Building systems, watching markets, writing it down.
machine-learningarchitecturedex
From Ledger to Forecast: The Architecture for an Algorithmic Trading System
A technical look at the architecture behind XRPulse: from on-chain data to calibrated predictions.
Albert Simmons
personalrisk
Trading on the XRP Ledger: Discipline Over Alpha
Building an algorithmic trading system on the XRP Ledger DEX. Why discipline, risk management, and honest self-assessment matter more than finding alpha.
Albert Simmons
cftcetfsec
The XRP ETF Signals: Tracking the Road to Approval
Tracking the regulatory signals, CFTC positioning, and market structure shifts that will determine whether an XRP ETF reaches approval — and what it means for price.
Albert Simmons
ripplesec
XRP: The Coin They Couldn't Kill
From investor to amicus curiae: how Ripple's four-year SEC legal battle pulled me into the frontlines of crypto regulation and shaped my conviction in XRP.
Albert Simmons