Agent observability, aka AgentOps, has emerged as a vital ecosystem of tools for keeping an eye on what AI agents and LLMs ...

Discover the most common backtesting mistakes that can turn profitable strategies into live trading losses, and learn how to ...

AI stock trading bots are becoming a core part of modern trading because they solve three practical problems: speed, consistency, and market coverage. A human trader can follow only a limited number ...

AI trading bots can make money, but not because they are magic. Their real value comes from strategy, execution speed, risk control, and the ability to respond to market conditions without hesitation.

from src.backtest.rule_backtester import print_rule_ranking # noqa: E402 from src.backtest.rule_backtester import run_multi_symbol_rule_backtest # noqa: E402 from src.backtest.rule_backtester import ...

The strategy is an illustrative engineering demo, not a profitable system. The point is the harness: clean signals, honest accounting, real metrics.