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The trading bot stack is a crucial component of any automated trading system. It's what allows you to manage and execute trades across multiple exchanges and platforms. In my experience, a well-designed trading bot stack can make all the difference i...
Building a reliable trading bot requires more than just a solid strategy - it also needs careful monitoring and control. I've found that a Telegram bot can be a great way to achieve this, allowing me to keep an eye on my trading bots and make adjustm...
A bot that silently stopped working for 26 hours and the diagnostic trail I ran to find out why. Posting because the failure mode was deeply counter-intuitive. Context I run a small trading fleet: 5 bots, each making ~10 LLM calls per hour for things...
Forex trading has changed a lot in recent years because of automation and artificial intelligence. Today, many traders prefer smart systems that can study market data, make trading decisions, and place trades automatically in real time. A real-time A...

Algorithmic trading has changed a lot in recent years. What worked well in 2023 or 2024 may not give the same results now. Markets are faster, more data-driven, and more competitive. This means traders need to rethink how they plan, test, and manage ...
