Learn the machinery
Field guides
Start with category boundaries, app evaluation and control architecture. A comparison is useless when fundamentally different products are treated as the same thing.
AI trading apps
A practical framework for judging AI trading apps by control path, custody, permissions, evidence and failure handling.
Trading bots
A practical map of signals, APIs, custody, execution, costs and failure controls—without the automatic-profit mythology.
AI for trading
A category guide to analysis systems, signal services, execution bots, assistants, autonomous agents and managed products.
Automated systems
The complete operating loop: data, models, sizing, policy, execution, monitoring and recovery.
Social trading
An evidence-led guide to social trading, leader-following, copy mechanics, execution lag and platform risk.
Reading order
- 01Identify the category.
Signal, assistant, bot, agent or managed product.
- 02Trace the control path.
Who can move capital, where and under what limits?
- 03Measure the net outcome.
After fees, slippage, funding and operational failure.