AI article

I Built an AI-Native Trading Engine in Python. 5 Months Later, Here's What Changed

From 9 to 12 strategies. ML scoring, backtesting, and a Telegram bot that survived a 3-echelon AI audit.

Dev.to | Jun 17, 2026 | Alexey Polyakov

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