Blog
Articles, guides and insights on algorithmic trading, backtesting strategies, quantitative analysis, and data quality.
1–9 of 21 articles
My Secret Is Theft: Why the Best Algorithmic Traders Steal Ideas, Not Invent Them
A viral confession that 'my secret is theft' captures an uncomfortable truth about trading system development: originality is overrated, and disciplined adaptation of known ideas usually beats invention.
Quants: Intraday Data Cleaning With a Three Condition Spike Test
Audit first intraday data cleaning for quants: conservative defaults (flag, cap, keep raw), a three condition phantom-spike test, and five validation checks.
Skip Adapter Work: Cross Asset Data Normalization for Developers
Developer pipeline for cross asset data: harmonize timestamps to ISO 8601 UTC, choose Z score or RobustScaler per series, and cut adapter work with...
XAUUSD Setup Framework: Tuesday Pre-New York Session Analysis
A framework-driven look at why Tuesday's pre-New York window on XAUUSD attracts algorithmic attention, and how to test the idea properly before risking capital.
Building an EURUSD Trade Framework: A Backtesting-First Approach
EURUSD remains the most searched and most traded currency pair for a reason. Here's how algorithmic traders can build a structured, backtest-driven framework around it instead of chasing signals.
This Sub Is Unusable: Why Reddit Is a Terrible Place to Build a Trading Framework
Reddit's algorithmic trading communities have become increasingly noisy, contradictory, and occasionally outright dangerous for retail algo traders. Here's how to filter the signal from the noise and build a framework that actually holds up.
Quant Shop Tier List: How to Evaluate Algorithmic Trading Vendors Before You Buy
Not all quant shops are created equal. This tier list framework helps retail algo traders objectively evaluate algorithmic trading vendors, EA developers, and strategy marketplaces before spending a cent.
The Worth of 1 Pip in EUR/USD
Many traders use pips as a measure to evaluate trading performance. This short guide explains what a pip is, how to calculate its value, and what a 1-pip move means for your EUR/USD position.
Forex Trading: It's All in the Exchange
An introductory guide to the foreign exchange market — how currency trading works, what drives exchange rates, and how platforms like MetaTrader 4 give retail traders access to the world's largest financial market.