 Learning you have to cut you have to cut you will take stop losses you need to cut that's the most important thing. I'm just I'm just curious like you know the evolution of your your process you know when you were learning. Did you find that you know maybe you didn't quite have your setups really detailed out like you do now. But you know you were like I'm sick of taking losses. I'm just going to cut the trade and and wait for something better. And then that started to also define your setups better and the clarity and what you're looking for in your setups or was it the opposite. You know I'm just you know curious like how it kind of unfolded how you learned how to take those losses. I would say through practice. I really don't like to to invest money if I don't have you know big test system. And for me is you know in this job you lose a lot a lot and very fast if you don't know what you're doing. So you can be reckless and you know start training without the really proper strategy. And you won't last that much. So for example when I when I started was a totally different market. I was trading European markets mainly thought in market banking days. I was like 19 something like that. And I was 99 2000 and I remember I had my small account those time three million liter which was like 1500 bucks right now. I lost in one month. I was basically trying to do things and having no clue of how to do it. So I was like randomly you know shifting from a strategy to another one and was not working anything for me. So I started to observe the market what the market is doing. And I started to research patterns. I started to see if patterns that I was seeing that moment where we occur. And that first year I basically find my niche. So I was very fast. And it was basically using Coral warrants and stocks at the same time in Coral warrants are the same exact thing as options today in the U.S. market. So the same exact you know maybe the the percentage that I used to have on Coral warrants was even bigger than the one that option give you right now. So that's how I could grow an account you know small account very very fast. And what we say I was lucky because the win rate was very high. Maybe 90 percent 95 percent win rate was really really crazy high. It was every time like you know going to the casino knowing that you put on the red the money in the red and always red had to come out. When I started then moving also to futures market to the U.S. stock market. I didn't have any more than win rate. So I had to learn really how to lose. And it was in the beginning like you know frustrating because it was coming on something that I was betting money and nine times out of 10 I wouldn't make money. So I was super sure you know to put big size every single time. That's the reason why I was making 30 million of intermediate volume per month in a year. And then when I started to trade a big market as well was around 2004 2005 2006. I had to cut you know back maybe 200 shares 50 shares something like that because I was not having not even 50 percent win rate. And then I need to study and observe the market again and try to find what was fit for me. For example not everybody is a day trader scalper or swing trader. Having said that I started to lose less when I started to cut faster my my trades but then also I was cutting too fast of my wins. So I had to work on backtesting a system mainly manually because I'm not a programmer. So using a spreadsheet on Excel and I did this that for years. So when people now they put their excels you know 2022. I was doing that in 2004 2005 2006. And I had you know those monitors with you know with the back over here. I had like three or four monitors under my parents stairs. And my mom is over here so she was seeing all of this. And basically it was a you know thousand of hours of researching and backtesting. And then I was trying to cut early my trades but then I had to the bad trades but I had also to start to improve to have more. Our return for my win trades you know to balance better my my trading. And basically for me was really like learning that I have to cut something that working cut cut cut cut. And it really seems like you know I guess are you in nature because you're saying yourself OK I'm wrong. I need to cut it. I'm wrong. I need to cut it. But in reality you're protecting your account and you're putting the money on maybe a winner horse not on a losing horse. That is really what what worked for me. Oh thank you very much Joseph. That's exactly what I wanted to hear. It's like music to to our ears I think learning how to take a loss. And also learning why it's losing. It dovetailing or meshing with your backtesting. Yeah.