Getting Started in Quantitative Trading: Is Your Workflow Actually Correct?

Getting Started in Quantitative Trading: Is Your Workflow Actually Correct? TL;DR A recent thread on r/algotrading sparked a community discussion around one of the most common questions beginners ask: “Am I even approaching this the right way?” The post — with 34 upvotes and 24 comments — highlights that workflow confusion is one of the most universal pain points for newcomers to quant trading. Getting the foundational workflow right before writing a single line of strategy code can be the difference between wasting months on dead ends and actually making progress. If you’re just starting out, you’re not alone in questioning your direction — and that self-awareness is already a good sign. ...

February 26, 2026 · 6 min · 1139 words · Viko Editorial

When to Stop Optimizing Your Trading Strategy: The Algo Trader's Dilemma

When to Stop Optimizing Your Trading Strategy: The Algo Trader’s Dilemma TL;DR Optimizing a trading strategy feels productive, but knowing when to stop is one of the most underrated skills in algorithmic trading. A recent discussion in the r/algotrading community tackled exactly this question, sparking debate among developers and quant traders. The consensus points to a simple but hard-to-internalize truth: more optimization doesn’t mean better performance — it often means you’re just fitting noise. This article breaks down the key frameworks for knowing when your strategy is done. ...

February 24, 2026 · 7 min · 1393 words · Viko Editorial