Kyle J. Duenas is the founder and lead strategy architect of KJD Capital LLC, a US-based futures trading automation company. His background is in quantitative strategy design and live futures trading — daily NQ, ES, and CL — with a focus on machine-learning signal confirmation, low-latency execution, and prop-firm-ready risk management.
Kyle is the lead architect behind KJD Quant PRO and KJD Atlas, the two algorithms that power the KJD Capital ATS Program, along with the TradingView automated strategy suite and the premium indicator toolkit .
He writes on this blog about how automated futures trading actually works in practice — latency, slippage, prop firm rules, and the real tradeoffs between NinjaTrader and TradingView.
Articles by Kyle
How Automated Futures Trading Works (Step by Step)
Automation takes the trader's discretion out of the loop. Here's exactly what happens between a signal and a filled order — and why latency, risk management, and signal quality matter more than win rate.
NinjaTrader vs TradingView for Automated Strategies
Both NinjaTrader and TradingView can automate futures trading, but they make very different trade-offs on execution, cost, and coding flexibility. Here's how we decide which one to use for each KJD Capital strategy.
Best Automated Futures Trading Software in 2026: What to Look For
There's no shortage of automated futures trading software in 2026. The real challenge is knowing which criteria actually predict real-money performance — and which are just marketing. Here's the framework we use internally.
How to Master a Prop Firm Evaluation Using Automation
Automated trading gives you an edge in prop firm evaluations — consistent execution, no emotional drawdown, and rule-based risk management. But only if the system is configured correctly from day one.
NQ Futures Scalping Strategy: How Automation Changes the Game
NQ futures move fast, punish hesitation, and reward precision. Scalping this market manually is possible — but automation takes the reaction time and emotional error out of the equation.
What Is Algorithmic Trading in Futures Markets?
Algorithmic trading used to be the exclusive domain of hedge funds and bank trading desks. In 2026, any serious retail futures trader can run the same class of systematic strategies — here's what that actually means.