Trade smarter,
in plain English.
Guides, comparisons and analysis to demystify trading, artificial intelligence applied to the markets and tools like MetaTrader 5.
60
Articles
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Long
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Bots & Tech
Adaptive bots vs static bots: why a frozen EA falls behind
A static Expert Advisor applies frozen rules while the market evolves. Why adaptive bots last longer — and how to judge a system as a decision-maker.
More in bots & tech
7 articlesReinforcement learning applied to trading: promises, limits, guardrails
What reinforcement learning can (and cannot) bring to automated trading: non-stationarity, reward design, overfitting, and the essential guardrails.
Designing an AI trading system: the 6-decision framework
Designing an automated trading system is a sequence of architecture decisions: data, objective function, build vs buy, guardrails, governance. The management framework.
How our bots learn from their mistakes (without a black box)
"Learning from mistakes" isn't fortune-telling: it's a loop of measurement, risk-adjusted evaluation and bounded adjustment. Adestto AI's method, explained.
Honest backtesting: avoiding the overfitting trap
A too-perfect backtest is almost always a mirage. Understand overfitting, spot the warning signs, and test an Expert Advisor credibly (out-of-sample, walk-forward).
Running an EA 24/7 on a VPS: why and how
An Expert Advisor needs MT5 on at all times. Why a VPS, what to check (MT5 compatibility, location, uptime), and why it changes nothing about market risk.
Our bots self-optimize every week with AI
The weekly loop, no black box: how Adestto's bots learn from their mistakes and adjust their parameters via AI, with out-of-sample validation.
GoldAdaptiveAI: the gold bot that adapts to the market regime
GoldAdaptiveAI is an Expert Advisor on gold (XAU/USD) that detects the market regime (trending, ranging, volatile) and adapts its stance, with AI self-optimization and drawdown protections. No promise of gain.