Why I’m creating gold-based anti-doubling (reverse averaging) again—not to build an “invincible safety EA.”

Nampin can risk a large portion of funds with a single stop-out, which is dangerous. This is what I am aiming to create.

Even so, the reason I began is not to make an “invincible safe EA” this time.

I want to present the balance between how it fails and daily recovery in a way that can be explained.

There were things I decided from the outset not to create.

In this article, I will cover four points.

• Why this system again(Gold, and my motivation)

• Even I...points I think are contradictory

• From the start, things I decided not to create.

• Definition of what I will create

I have used nampin-type EAs before, but I had never built one.

Using it alone doesn’t reveal why it fails. I wanted to present, from the creator’s perspective, how it fails and how daily recovery balances.

To be honest, from a selling standpoint, nampin EAs areeasy to build and easy to sell. Because they tend to have high win rates and upward-trending graphs. That’s why I feel the stance of the creator matters.

There is also a reason I chose Gold.

• Gold has wide price movements,making both mean-reversion recovery and deep pullbacks in one direction easy to observe

• While the win rate looks high and daily gains seem likely,there are rare deep pulls that decide the account.

In the past, the assumption was that “it would come back.” Now,“When it doesn’t come back, how far do you tolerate it by design”takes precedence.

There is also motivation to align what I write in this series with the product philosophy.

An EA that risks most of the funds with a single stop-out. I am trying to create exactly that. This contradiction cannot be eliminated.

So,I will not say it is “safe.”I will shape it so that I can explain “how it fails” and “how often,” which is my answer to this contradiction.

• Overly filtered rules stacked just to inflate win rate

• Conditions added just because “backtests look clean”

• Unexplained exclusions to make losses appear zero on reports

• Words not used in sales messages:phrases that imply “god,” “peace of mind by inaction,” or “principal guarantee”

• A presentation that may mislead small investors into thinking “as recommended, it’s safe”

Regarding the last item. I will not present a method that makes people think it’s safe by reducing funds. I will write one example of how to approach testing with small funds, but it is not a recommendation for small accounts.

• Target:Gold (XAUUSD), M5, mean-reversion nampin

• Senju’s one-line definition:“Small pickups, layered positions, and recovery. A gold-focused, multi-stage recovery EA”

• It usually runs with shallow drawdowns, buta very small number of sustained trends can dominate resultsmean-reversion nampin

• Rather than zero accidents,the impression changes with distribution, annual differences, and capital amount, based on that premise

• What I want to give users is not “dream performance,” butclear explanations of suitability and prerequisites

In this series, I will not only introduce completed features but alsothe choices I did not make.

This is to record the ongoing testing and reasons for rejecting certain approaches that cannot be fully described on the product page.