Trading Robot Research

From Historical Tests to Live Paper Observation: Why Backtests Are Not Enough

21.06.202614.06.2026 by SupportDXF

Backtest versus live paper observation comparison showing why historical trading robot tests must be followed by real-time paper observation.

Historical tests can filter weak trading robot ideas, but they cannot prove future performance. This article explains why FX Trading Robot Lab uses live paper observation before upgrading MT5 robot candidates.

FX Trading Robot Research: From Ideas to Live Paper Robot Candidates

14.06.202613.06.2026 by SupportDXF

FX trading robot research pipeline from trading idea to live paper robot candidate

FX Trading Robot Lab explains how early trading robot ideas are tested, rejected, refined, and moved into live paper observation before becoming MT5 robot candidates.

Why Most Trading Robot Ideas Must Be Rejected

14.06.202613.06.2026 by SupportDXF

Trading Robot Research Filter infographic showing the process from idea generation to historical testing, weakness analysis, live paper observation, weekly audit, and robot candidate selection.

Most trading robot ideas fail before live testing. This article explains how FX Trading Robot Lab filters weak logic through historical tests, live paper observation, and weekly audits.