AI + Trading Tutorials

MT5 AI Assistant explained: enable MetaTrader 5’s built-in AI (build 6060+), use Claude, ChatGPT or Gemini, build EAs and set safe trading permissions.

India’s retail algo trading framework became fully mandatory on 1 April 2026. What Algo-ID, static IP and the white-box rule actually mean for you — plus a working Python bot on Kite Connect.

“What is the best time to trade?” is probably the question most often answered with guesswork in all of trading. Every guru has his magic table, almost always copied from another guru. We prefer to ask the data: we built a grid of 1,296 combinations of hours, days and expiry, and judged each one by…

Every weekend, the same ritual: forex closes, the binary options brokers switch on the “OTC market”, and thousands of traders keep trading as if nothing had changed. Signal rooms send entries in the middle of the night, bots run on Saturday, and the question nobody asks is: can you have a statistical edge on an…

Open Instagram and you will see it: “strategy with a 70% win rate”, “signal room with 85% accuracy”, “bot with a 90% win rate”. We decided to stop arguing opinions and start measuring. It took 12 rounds of study over 45 days of real M1 candles, downloaded from Deriv’s official API, across 8 forex pairs…

If your Python bot hangs forever waiting for the result of an order on IQ Option, you probably fell into the same hole we did: the check_win / check_win_v4 methods of the unofficial iqoptionapi library enter an infinite loop on the new assets with the -op suffix (e.g. USDJPY-op). This article documents the real problem…

We promised full transparency when we started documenting the bot in public — and full transparency includes publishing small numbers, mixed results and one broker where the bot is, for now, in the red. This is the report of the forward test on a DEMO account of our Python bot, running at three brokers (IQ…

We tested more than 20 binary options strategies in our Python bot. The overwhelming majority died in the test that actually matters: the fresh out-of-sample window — data the calibration process never saw. Exactly two survived. And with an uncomfortable condition we didn’t expect: they only worked on the JPY pairs. In this article you…

Deriv’s official API lets you trade programmatically over WebSocket, and the essential flow of any contract revolves around three steps: requesting a price (proposal), buying (buy) and tracking the result (proposal_open_contract). This guide shows, with real, commented Python code, how to chain these calls correctly — including the most common errors that trip up beginners….

If you are looking for the IQ Option API in Python, the first honest truth is this: IQ Option does not have an official public API for automating retail accounts. Everything circulating on GitHub — including the popular pyiqoptionapi library (a maintained fork of the old iqoptionapi) — is reverse engineering of the WebSocket channel…