Ernesto Davila Tirado

Building algo trading & LLM infrastructure.
Tracking record since 2021.

[Ernesto Davila Tirado @DAAVILE_fx]

Wild to think Ive been "vibe-trading" since 2021 aiming for full algo trading ecosystems.

Im glad after so many years, algo trading is finally showing its true colors.

Statistical edge is just superior to anything probability based.

MQL4 & 90% quality is all I needed.

[Ernesto Davila Tirado @DAAVILE_fx]

#XAUUSD Experimental high yielding account model.

[Ernesto Davila Tirado @DAAVILE_fx]

#XAUUSD The reality of not taking any kind of risk management. Only profits saving the initial $100k deposit.

24/5 with this high leveraged strategies is impossible.

Grid-martis require volatility so some sessions dry them.

[Ernesto Davila Tirado @DAAVILE_fx]

Jumping the 0x train.

[Ernesto Davila Tirado @DAAVILE_fx]

#XAUUSD Art.

[Ernesto Davila Tirado @DAAVILE_fx]

#XAUUSD basic idea is, if I can build a good number of strategies that overleverage - full margin that can profit this hard - I can full buy, full sell and have different strategies in different assets.

Low risk with cent accounts and 1 good account recover + profits. Farms

[Ernesto Davila Tirado @DAAVILE_fx]

#XAUUSD Just non sense demo gambling at this point.

The goal is to achieve replicas around real cent accounts but right now is just a video game vibe 😂

[Ernesto Davila Tirado @DAAVILE_fx]

#XAUUSD Just non sense demo gambling at this point.

The goal is to achieve replicas around real cent accounts but right now is just a video game vibe 😂

[Ernesto Davila Tirado @DAAVILE_fx]

#XAUUSD Is just a bad gamble when you just run it 24/7... it is sad but high risk high gain.

[Ernesto Davila Tirado @DAAVILE_fx]

Risk management off. Nada.

[Ernesto Davila Tirado @DAAVILE_fx]

#XAUUSD Is just a bad gamble when you just run it 24/7... it is sad but high risk high gain.

[Ernesto Davila Tirado @DAAVILE_fx]

#XAUUSD Is just a bad gamble when you just run it 24/7... it is sad but high risk high gain.

[Ernesto Davila Tirado @DAAVILE_fx]

#XAUUSD I will pressure this demo until smoked.

No compounding, but the multiplier is aggressive in every node, so in simple words: martingale.

Will smoke at the first prolonged trend with no management, so I will not manage it; let it smoke.

[Ernesto Davila Tirado @DAAVILE_fx]

@takmifx Hahaha I like it, just check when money is ready to withdraw 🤑

[Ernesto Davila Tirado @DAAVILE_fx]

@SystematicEdge1 @leroylabs Man I don’t know where you bring all this thinking thing no one including me ever said something about thinking. You have to read again, you are the only one here discussing if LLM can think or not.

[Ernesto Davila Tirado @DAAVILE_fx]

My trading results are good or average if I measure them VS japanese FX traders.

I found my paradise, they are crazy and smart.

Some even doing high level arbitrage in FX.

I need to level up.

[Ernesto Davila Tirado @DAAVILE_fx]

@takmifx Maybe, at least XAUUSD volatility was high, one if not the biggest moves ever happened early this year.

Yes forward testing is key and risk management, good thing with EAs we can test past data so we can add extra layers of safety.

[Ernesto Davila Tirado @DAAVILE_fx]

@takmifx Nice to meet you! Yes, but I’d say from the last 4 years, 2026 was by far the most volatile so this years data is solid but the longer the tracking record, the more confidence EA will provide.

[Ernesto Davila Tirado @DAAVILE_fx]

@leroylabs @SystematicEdge1 Yeah I don't know why he said anything about LLM's thinking like wtf.

[Ernesto Davila Tirado @DAAVILE_fx]

@hiroakabeast That bot is impressive!

Amazing work 🤑

[Ernesto Davila Tirado @DAAVILE_fx]

@takuz0_ Whats the best model you running?

Amazing setup!

[Ernesto Davila Tirado @DAAVILE_fx]

@Nami73_FX Anti EA in 2026 is just wild... stay away from low iq people.

If they are not trading systematically they are gambling with no edge.

[Ernesto Davila Tirado @DAAVILE_fx]

@SystematicEdge1 I never said they can think, I just said they are not "just like a probabilistic model".

I agree also with what you say, LLM is a tool, mainly to stop paying for expensive human coders - our job as traders is to back and forward test, optimize, etc. Nothing changed for us.