How I Built My AI SaaS on Kubernetes

All right, we are going live All right, we are going live live again. It's been a while. Oh, I see live again. It's been a while. Oh, I see live again. It's been a while. Oh, I see the title is not correct here on uh the the title is not correct here on uh the the title is not correct here on uh the tube. This Riverside software I'm using is not This Riverside software I'm using is not good. Just setting everything up here. Bear Just setting everything up here. Bear with me, guys. takes a few moments to set all of the takes a few moments to set all of the thumbnails and everything up for a thumbnails and everything up for a thumbnails and everything up for a stream like this.

stream like this. stream like this. Oh, we got some people watching already. Oh, we got some people watching already. Oh, we got some people watching already. Hello everyone. Welcome. Welcome. So, my Hello everyone. Welcome. Welcome. So, my Hello everyone. Welcome. Welcome. So, my YouTube title was u wrong when this went YouTube title was u wrong when this went YouTube title was u wrong when this went live. I'm really sorry about that. Um live. I'm really sorry about that. Um live. I'm really sorry about that. Um the actual title for this is um how I the actual title for this is um how I the actual title for this is um how I built my AI SAS built my AI SAS built my AI SAS um on Kubernetes. I've actually I went um on Kubernetes. I've actually I went um on Kubernetes. I've actually I went live with my first application that I live with my first application that I live with my first application that I built end to end myself built end to end myself built end to end myself um yesterday. um yesterday. um yesterday. So in this stream I wanted to So in this stream I wanted to So in this stream I wanted to uh show you guys what I've built and uh show you guys what I've built and uh show you guys what I've built and also yeah how what I've learned in that also yeah how what I've learned in that also yeah how what I've learned in that process and then we'll do some Q&A process and then we'll do some Q&A process and then we'll do some Q&A towards the end as well. towards the end as well. towards the end as well. So if you guys have any career questions So if you guys have any career questions So if you guys have any career questions or anything like that we can uh happy to or anything like that we can uh happy to or anything like that we can uh happy to chat about that as well. Just give me a few moments and we are

Just give me a few moments and we are ready to go. Cool. Then I can start sharing my Cool. Then I can start sharing my screen. There we go. Now you guys should see my There we go. Now you guys should see my screen. All right, then let's check out the live All right, then let's check out the live chat here. Yes, this uh live is not on Omari. Yes, this uh live is not on Omari. That was actually That was actually That was actually the the software did not change my title the the software did not change my title the the software did not change my title unfortunately.

unfortunately. unfortunately. So, I changed the title on YouTube. Now, So, I changed the title on YouTube. Now, So, I changed the title on YouTube. Now, I'm very sorry if you're here for Omari I'm very sorry if you're here for Omari I'm very sorry if you're here for Omari content, but I have much more Omari content, but I have much more Omari content, but I have much more Omari content coming up very, very soon. Um, content coming up very, very soon. Um, content coming up very, very soon. Um, not much I can say about that, but I'm not much I can say about that, but I'm not much I can say about that, but I'm talking to some very interesting people. talking to some very interesting people. talking to some very interesting people. That's all I'm going to say. That's all I'm going to say. That's all I'm going to say. Hint hint. All right. So, now we have the chat on All right. So, now we have the chat on the screen. All right. So, hello everybody. Let me All right. So, hello everybody. Let me know in the chat where are you uh know in the chat where are you uh know in the chat where are you uh joining us from today. >> Joshua from the US. Hey, a super thanks.

>> Joshua from the US. Hey, a super thanks. Hey, that's cool. Thank you. I think it's morning in the US, right? I think it's morning in the US, right? So, good morning to you then. So, good morning to you then. So, good morning to you then. Yeah, good morning. He said you say Yeah, good morning. He said you say Yeah, good morning. He said you say you're here for the Kubernetes content. you're here for the Kubernetes content. you're here for the Kubernetes content. I don't care about Omari. Yeah, right. I don't care about Omari. Yeah, right. I don't care about Omari. Yeah, right. Good man. Good man. Good man. Let's see. Maybe it's better if I have Let's see. Maybe it's better if I have Let's see. Maybe it's better if I have the chat on this side so my face isn't the chat on this side so my face isn't the chat on this side so my face isn't covering it. Albuquerque, New Mexico. covering it. Albuquerque, New Mexico. covering it. Albuquerque, New Mexico. Wow. Albuquerque. That when I think of Wow. Albuquerque. That when I think of Wow. Albuquerque. That when I think of Albuquerque, I of course immediately Albuquerque, I of course immediately Albuquerque, I of course immediately think of um Breaking Bad. think of um Breaking Bad. think of um Breaking Bad. Is that Los Poo Hermanos? They still Is that Los Poo Hermanos? They still Is that Los Poo Hermanos? They still kept that restaurant, didn't they? Is kept that restaurant, didn't they? Is kept that restaurant, didn't they? Is that still there? All right. So, now I'm just going to All right. So, now I'm just going to double check if it's actually showing up double check if it's actually showing up double check if it's actually showing up correctly now on the on the channel.

correctly now on the on the channel. correctly now on the on the channel. It's really messed up. I set it all up It's really messed up. I set it all up It's really messed up. I set it all up correctly in the the streaming software correctly in the the streaming software correctly in the the streaming software that I use, but for some reason it that I use, but for some reason it that I use, but for some reason it didn't change the title towards YouTube. didn't change the title towards YouTube. didn't change the title towards YouTube. It always does that. It's really It always does that. It's really It always does that. It's really annoying. annoying. annoying. And um I'm using a software called And um I'm using a software called And um I'm using a software called Riverside. Riverside. Riverside. But yeah, how I built my AI, SAS, and But yeah, how I built my AI, SAS, and But yeah, how I built my AI, SAS, and Kubernetes. That looks correct, Kubernetes. That looks correct, Kubernetes. That looks correct, right? Then we have the link. Let's let's get the Linux course link. Let's let's get the Linux course people here too, guys. If you're you people here too, guys. If you're you people here too, guys. If you're you know, I have a free Linux course, right? know, I have a free Linux course, right? know, I have a free Linux course, right? Um, I am using Vivaldi. as my browser I am using Vivaldi. as my browser and I've been using Fivaldi for a and I've been using Fivaldi for a and I've been using Fivaldi for a surprisingly long time. I changed I t I surprisingly long time. I changed I t I surprisingly long time. I changed I t I tend to change around a lot but um tend to change around a lot but um tend to change around a lot but um Fivaldi has been um has been really Fivaldi has been um has been really Fivaldi has been um has been really good. I really like the the browser so good. I really like the the browser so good. I really like the the browser so far and yeah Fivaldi they far and yeah Fivaldi they far and yeah Fivaldi they kind of what do you call it? They kind

kind of what do you call it? They kind kind of what do you call it? They kind of present themselves as um of present themselves as um of present themselves as um privacy friendly. Let's see. Vivaldi, privacy friendly. Let's see. Vivaldi, privacy friendly. Let's see. Vivaldi, the only web browser powerful enough for the only web browser powerful enough for the only web browser powerful enough for you. you. you. Um fantastic for power users. It has Um fantastic for power users. It has Um fantastic for power users. It has some good reviews. Wait, it's like some good reviews. Wait, it's like some good reviews. Wait, it's like fighting for a better web alternative to fighting for a better web alternative to fighting for a better web alternative to big tech. And like I I don't know how big tech. And like I I don't know how big tech. And like I I don't know how how true all of that is. and how private it actually is. But um and how private it actually is. But um yeah, I I really like the browser so yeah, I I really like the browser so yeah, I I really like the browser so far. All right, guys. Well, I've invited far. All right, guys. Well, I've invited far. All right, guys. Well, I've invited the Linux course now as well. So, I see the Linux course now as well. So, I see the Linux course now as well. So, I see some people trickling in already. Well, some people trickling in already. Well, some people trickling in already. Well, 70 people. All right, guys. Well, let's 70 people. All right, guys. Well, let's 70 people. All right, guys. Well, let's uh just start. uh just start. uh just start. Uh does it work in all four seasons? Uh does it work in all four seasons? Uh does it work in all four seasons? That's a good one. Okay. Um so guys I have been working Okay. Um so guys I have been working really hard for the past six months or really hard for the past six months or really hard for the past six months or so. I've been working on this well yes so. I've been working on this well yes so. I've been working on this well yes I've been working really hard on it but I've been working really hard on it but I've been working really hard on it but the other hand it has been um also on the other hand it has been um also on the other hand it has been um also on the back burner for a while so it's a the back burner for a while so it's a the back burner for a while so it's a bit back and forth but I have been bit back and forth but I have been bit back and forth but I have been building my first AI software building my first AI software building my first AI software application and as many of you know like application and as many of you know like application and as many of you know like I'm a DevOps engineer. I'm I I I'm at I'm a DevOps engineer. I'm I I I'm at I'm a DevOps engineer. I'm I I I'm at home at infrastructure and Kubernetes, home at infrastructure and Kubernetes, home at infrastructure and Kubernetes, but I am not at home in software but I am not at home in software but I am not at home in software engineering, right? I am not a software engineering, right? I am not a software engineering, right? I am not a software engineer. I don't claim to be. I don't

engineer. I don't claim to be. I don't engineer. I don't claim to be. I don't have um any real software skills. have um any real software skills. have um any real software skills. However, um with the rise of um AI and However, um with the rise of um AI and However, um with the rise of um AI and vibe coding and everything, it has vibe coding and everything, it has vibe coding and everything, it has actually empowered me to create actually empowered me to create actually empowered me to create something um from scratch myself. something um from scratch myself. something um from scratch myself. And it has been a really really And it has been a really really And it has been a really really interesting experience. So what I have interesting experience. So what I have interesting experience. So what I have built guys is I have built cubecraft AI built guys is I have built cubecraft AI built guys is I have built cubecraft AI and cubecraft AI is basically built as and cubecraft AI is basically built as and cubecraft AI is basically built as if you are asking questions to me if you are asking questions to me if you are asking questions to me directly. So the whole idea here is that directly. So the whole idea here is that directly. So the whole idea here is that of course when you ask chat GPT or when of course when you ask chat GPT or when of course when you ask chat GPT or when you ask um when you ask claude it will you ask um when you ask claude it will you ask um when you ask claude it will um it will give you answers on DevOps um it will give you answers on DevOps um it will give you answers on DevOps right but right but right but it is not the answers that I would say it is not the answers that I would say it is not the answers that I would say like very often I have specific takes like very often I have specific takes like very often I have specific takes based on my experience of mentoring over based on my experience of mentoring over based on my experience of mentoring over a thousand people and helping several a thousand people and helping several a thousand people and helping several hundred people actually land DevOps jobs hundred people actually land DevOps jobs hundred people actually land DevOps jobs in in the past couple of years in in the past couple of years in in the past couple of years and all of I have some specific takes on and all of I have some specific takes on and all of I have some specific takes on things, right? So, I want the AI to things, right? So, I want the AI to things, right? So, I want the AI to answer as if it's talking uh as if it's answer as if it's talking uh as if it's answer as if it's talking uh as if it's answering from me. So, for example, one answering from me. So, for example, one answering from me. So, for example, one example is should I use Proxmox for my example is should I use Proxmox for my example is should I use Proxmox for my home lab? Now, I have a specific take on home lab? Now, I have a specific take on home lab? Now, I have a specific take on this specifically for people who want to this specifically for people who want to this specifically for people who want to land DevOps jobs and I want it to um um

land DevOps jobs and I want it to um um land DevOps jobs and I want it to um um answer the way that I would answer. answer the way that I would answer. answer the way that I would answer. Right? So, if I ask the AI um I don't Right? So, if I ask the AI um I don't Right? So, if I ask the AI um I don't recommend Proxmox for beginners. The recommend Proxmox for beginners. The recommend Proxmox for beginners. The main reason is that it can be a whole main reason is that it can be a whole main reason is that it can be a whole rabbit hole in of itself. You're rabbit hole in of itself. You're rabbit hole in of itself. You're starting from scratch. It's much much starting from scratch. It's much much starting from scratch. It's much much easier to just use a Pi or a laptop. So, easier to just use a Pi or a laptop. So, easier to just use a Pi or a laptop. So, this is exactly what I would say because this is exactly what I would say because this is exactly what I would say because this is my take on it. This is what I this is my take on it. This is what I this is my take on it. This is what I recommend people do if they are starting recommend people do if they are starting recommend people do if they are starting out in their DevOps career. If they join out in their DevOps career. If they join out in their DevOps career. If they join Cubecraft and they are studying to Cubecraft and they are studying to Cubecraft and they are studying to become a DevOps engineer, this is the become a DevOps engineer, this is the become a DevOps engineer, this is the advice that I would give. So it is advice that I would give. So it is advice that I would give. So it is working quite well. It is working um on working quite well. It is working um on working quite well. It is working um on many ways it is asking exactly what I many ways it is asking exactly what I many ways it is asking exactly what I would say. For example, as well do you would say. For example, as well do you would say. For example, as well do you have any tips for the CKA the certified have any tips for the CKA the certified have any tips for the CKA the certified Kubernetes administrator? Kubernetes administrator? Kubernetes administrator? I always have a list of tips that I give I always have a list of tips that I give I always have a list of tips that I give uh on people to people and now it should uh on people to people and now it should uh on people to people and now it should give me my list. It should not give some give me my list. It should not give some give me my list. It should not give some generic answer. It should not give some generic answer. It should not give some generic answer. It should not give some um uh generic answer that any claude um uh generic answer that any claude um uh generic answer that any claude would give. No, it would should give the would give. No, it would should give the would give. No, it would should give the answer that I give to my students.

answer that I give to my students. answer that I give to my students. Right? So again, the most important Right? So again, the most important Right? So again, the most important thing is to look at the current thing is to look at the current thing is to look at the current curriculum because they update it all curriculum because they update it all curriculum because they update it all the time. That's actually a really good the time. That's actually a really good the time. That's actually a really good um that's really good advice. And if you um that's really good advice. And if you um that's really good advice. And if you ask chatpt this question and maybe we ask chatpt this question and maybe we ask chatpt this question and maybe we should actually um try that. So if I go should actually um try that. So if I go should actually um try that. So if I go to claude to claude to claude and and and if I see this see this if I ask it this and this. So now I'm if I ask it this and this. So now I'm if I ask it this and this. So now I'm asking opus it's probably going to give asking opus it's probably going to give asking opus it's probably going to give me a very different answer. It's me a very different answer. It's me a very different answer. It's actually a very interesting tip. actually a very interesting tip. actually a very interesting tip. Now, this now Claude also has all of my Now, this now Claude also has all of my Now, this now Claude also has all of my uh memories and all of that in it. So, uh memories and all of that in it. So, uh memories and all of that in it. So, it might actually be answering um it might actually be answering um it might actually be answering um from from what I would say. Um but in from from what I would say. Um but in from from what I would say. Um but in the meantime, we can see that I'd the meantime, we can see that I'd the meantime, we can see that I'd recommend doing CKA day first, then CKA, recommend doing CKA day first, then CKA, recommend doing CKA day first, then CKA, then CKS. CK is the easiest and most then CKS. CK is the easiest and most then CKS. CK is the easiest and most most fun. These are all these things most fun. These are all these things most fun. These are all these things that I usually say to my students, that I usually say to my students, that I usually say to my students, right? So, all of this is actually it's right? So, all of this is actually it's right? So, all of this is actually it's actually based on what I say.

actually based on what I say. actually based on what I say. Let's see what does it say here. It's Let's see what does it say here. It's Let's see what does it say here. It's still going. Um, now what's also really still going. Um, now what's also really still going. Um, now what's also really cool is that it is actually showing the cool is that it is actually showing the cool is that it is actually showing the sources where this is coming from. So sources where this is coming from. So sources where this is coming from. So that's going to be the next um the next that's going to be the next um the next that's going to be the next um the next layer of this because layer of this because layer of this because where so if I'm if it's answering as if where so if I'm if it's answering as if where so if I'm if it's answering as if it's Misha, where does it get that from? it's Misha, where does it get that from? it's Misha, where does it get that from? Where is that information coming from? Where is that information coming from? Where is that information coming from? Right? Well, that information is coming Right? Well, that information is coming Right? Well, that information is coming from from from over I think I think we're almost close over I think I think we're almost close over I think I think we're almost close to 300 hours of mentoring that I have to 300 hours of mentoring that I have to 300 hours of mentoring that I have done inside CubeCraft. So, if there are done inside CubeCraft. So, if there are done inside CubeCraft. So, if there are many people here who are new here who many people here who are new here who many people here who are new here who maybe are have joined the channel maybe are have joined the channel maybe are have joined the channel because of the Linux content, but many because of the Linux content, but many because of the Linux content, but many of you might not know that I I make a of you might not know that I I make a of you might not know that I I make a living mentoring people getting DevOps living mentoring people getting DevOps living mentoring people getting DevOps jobs. That's what I'm good at. So, jobs. That's what I'm good at. So, jobs. That's what I'm good at. So, inside of CubeCraft, inside of CubeCraft, inside of CubeCraft, I um I um host care Q&A calls, career I um I um host care Q&A calls, career I um I um host care Q&A calls, career guidance calls. People can ask questions guidance calls. People can ask questions guidance calls. People can ask questions inside of here and I have almost 90 inside of here and I have almost 90 inside of here and I have almost 90 hours of technical training in here. So, hours of technical training in here. So, hours of technical training in here. So, people come here, they do the courses, people come here, they do the courses, people come here, they do the courses, when they get stuck, they ask me when they get stuck, they ask me when they get stuck, they ask me questions, and I help them to land the questions, and I help them to land the questions, and I help them to land the job. So, as you see here, people are job. So, as you see here, people are job. So, as you see here, people are getting interviews. Um Neil's here. He getting interviews. Um Neil's here. He getting interviews. Um Neil's here. He got an cloud infrastructure specialist got an cloud infrastructure specialist got an cloud infrastructure specialist senior job. So it's all focused on senior job. So it's all focused on senior job. So it's all focused on landing jobs. Now as you see we are

landing jobs. Now as you see we are landing jobs. Now as you see we are doing many many calls um every week. So doing many many calls um every week. So doing many many calls um every week. So there's uh at least three Q&A call and there's uh at least three Q&A call and there's uh at least three Q&A call and mentorship calls that are happening mentorship calls that are happening mentorship calls that are happening every single week. And we've been doing every single week. And we've been doing every single week. And we've been doing this for almost three years now. So we this for almost three years now. So we this for almost three years now. So we are taking all of these questions and are taking all of these questions and are taking all of these questions and everything that has been discussed in everything that has been discussed in everything that has been discussed in these Q&A calls and I've ingested that these Q&A calls and I've ingested that these Q&A calls and I've ingested that into a corpus of information that the AI into a corpus of information that the AI into a corpus of information that the AI then can query. So all of these um then can query. So all of these um then can query. So all of these um answers are then based on these hundreds answers are then based on these hundreds answers are then based on these hundreds of hours of DevOps career mentoring that of hours of DevOps career mentoring that of hours of DevOps career mentoring that I have done over the past few years. I have done over the past few years. I have done over the past few years. So here you below in the bottom you also So here you below in the bottom you also So here you below in the bottom you also see that I can actually disable or see that I can actually disable or see that I can actually disable or enable the Q&A calls. If I only want to enable the Q&A calls. If I only want to enable the Q&A calls. If I only want to query the courses for example, I can do query the courses for example, I can do query the courses for example, I can do that. So if I uh only want to talk about that. So if I uh only want to talk about that. So if I uh only want to talk about courses and if I say um what should I courses and if I say um what should I courses and if I say um what should I use to manage dot files? use to manage dot files? use to manage dot files? Let's see what it says there.

Let's see what it says there. Let's see what it says there. Actually curious. I'm just testing this Actually curious. I'm just testing this Actually curious. I'm just testing this live. It's still live. It's still live. It's still it's still in development mode. Here we go. It's actually showing Here we go. It's actually showing exactly from all of the the courses. So exactly from all of the the courses. So exactly from all of the the courses. So in CubeCraft fundamentals and bash in CubeCraft fundamentals and bash in CubeCraft fundamentals and bash scripting fundamentals I I show um how scripting fundamentals I I show um how scripting fundamentals I I show um how to set up dot files. So it sh answers in to set up dot files. So it sh answers in to set up dot files. So it sh answers in the beginning how we do a dot files the beginning how we do a dot files the beginning how we do a dot files directory how we make symbolic links and directory how we make symbolic links and directory how we make symbolic links and then later it moves on to shma which is then later it moves on to shma which is then later it moves on to shma which is the the advanced dot files course that I the the advanced dot files course that I the the advanced dot files course that I have uh and it will use shama and then have uh and it will use shama and then have uh and it will use shama and then how we use dev containers etc. So it's how we use dev containers etc. So it's how we use dev containers etc. So it's actually giving the answers based on the actually giving the answers based on the actually giving the answers based on the courses alone. So that's really cool or courses alone. So that's really cool or courses alone. So that's really cool or if I only want to query the community if I only want to query the community if I only want to query the community etc I can do that right. So etc I can do that right. So etc I can do that right. So the second thing then the community is the second thing then the community is the second thing then the community is the following. So um I've been mentoring the following. So um I've been mentoring the following. So um I've been mentoring people but also when they cannot join a people but also when they cannot join a people but also when they cannot join a call then they will just make a post call then they will just make a post call then they will just make a post inside of the the community or yeah you inside of the the community or yeah you inside of the the community or yeah you could say this is a forum right so this could say this is a forum right so this could say this is a forum right so this forum has been running for almost three forum has been running for almost three forum has been running for almost three years and as you see here there's over years and as you see here there's over years and as you see here there's over 5,000 posts in this forum 5,000 posts in this forum 5,000 posts in this forum all made by people who paid money all made by people who paid money all made by people who paid money to join this community to land a DevOps to join this community to land a DevOps to join this community to land a DevOps job. So, think about how unique that is, job. So, think about how unique that is, job. So, think about how unique that is, right? Like there's no no place else in right? Like there's no no place else in right? Like there's no no place else in the world where you actually have a

the world where you actually have a the world where you actually have a group of people of 800 people who are group of people of 800 people who are group of people of 800 people who are all on the same goal of landing a DevOps all on the same goal of landing a DevOps all on the same goal of landing a DevOps job, right? And so these people they're job, right? And so these people they're job, right? And so these people they're they're they're they're talking about certain things. They're talking about certain things. They're talking about certain things. They're asking me certain questions. Misha, what asking me certain questions. Misha, what asking me certain questions. Misha, what do you think about this situation? do you think about this situation? do you think about this situation? Misha, we want to implement this at Misha, we want to implement this at Misha, we want to implement this at work. What do you think? and then I work. What do you think? and then I work. What do you think? and then I answer. But since we're here with 800 answer. But since we're here with 800 answer. But since we're here with 800 people, people, people, everybody's helping each other, right? everybody's helping each other, right? everybody's helping each other, right? So it's not just me giving the answers, So it's not just me giving the answers, So it's not just me giving the answers, it's also the community helping each it's also the community helping each it's also the community helping each other. So imagine that. Imagine the other. So imagine that. Imagine the other. So imagine that. Imagine the knowledge that's packed in those 5,000 knowledge that's packed in those 5,000 knowledge that's packed in those 5,000 posts and it's all here in inside of the posts and it's all here in inside of the posts and it's all here in inside of the community. But like you know when community. But like you know when community. But like you know when someone joins you can like do Kubernetes someone joins you can like do Kubernetes someone joins you can like do Kubernetes you can like for example do secrets and you can like for example do secrets and you can like for example do secrets and if you then search you get all of the if you then search you get all of the if you then search you get all of the posts around Kubernetes secrets or posts around Kubernetes secrets or posts around Kubernetes secrets or GitHub so here you see there's over GitHub so here you see there's over GitHub so here you see there's over almost 300 posts just on secrets almost 300 posts just on secrets almost 300 posts just on secrets management right so any topic that management right so any topic that management right so any topic that exists in DevOps we have discussed here exists in DevOps we have discussed here exists in DevOps we have discussed here so that's all here but then what I did so that's all here but then what I did so that's all here but then what I did is I f fed this all into the AI So this is I f fed this all into the AI So this is I f fed this all into the AI So this is basically um um querying hundreds of is basically um um querying hundreds of is basically um um querying hundreds of hours of DevOps career coaching which no hours of DevOps career coaching which no hours of DevOps career coaching which no one else in the world has ever done. No, one else in the world has ever done. No, one else in the world has ever done. No, nobody has done that but but we have so nobody has done that but but we have so nobody has done that but but we have so we have this knowledge. Then there's we have this knowledge. Then there's we have this knowledge. Then there's over 5,000 forum posts that are being over 5,000 forum posts that are being over 5,000 forum posts that are being queried and it is all of the courses,

queried and it is all of the courses, queried and it is all of the courses, all of the YouTube videos, everything all of the YouTube videos, everything all of the YouTube videos, everything that has been said and done inside that has been said and done inside that has been said and done inside CubeCraft. So this is um th this is CubeCraft. So this is um th this is CubeCraft. So this is um th this is meant to as an aid for supporting meant to as an aid for supporting meant to as an aid for supporting people. So when you join CubeCraft then people. So when you join CubeCraft then people. So when you join CubeCraft then I am here answering questions every I am here answering questions every I am here answering questions every single day anyway but I am not online single day anyway but I am not online single day anyway but I am not online 24/7 obviously I also need to sleep. I 24/7 obviously I also need to sleep. I 24/7 obviously I also need to sleep. I also need to also need to also need to um uh I also need to um yeah be away um uh I also need to um yeah be away um uh I also need to um yeah be away from the computer sometimes. So I'm not from the computer sometimes. So I'm not from the computer sometimes. So I'm not here 24/7 but it's it's not very far here 24/7 but it's it's not very far here 24/7 but it's it's not very far away from that. So in those hours if away from that. So in those hours if away from that. So in those hours if someone gets stuck, they're doing a someone gets stuck, they're doing a someone gets stuck, they're doing a course, they get stuck on something, course, they get stuck on something, course, they get stuck on something, they want to ask a question, then they they want to ask a question, then they they want to ask a question, then they can ask the AI. So you have basically can ask the AI. So you have basically can ask the AI. So you have basically a thousand DevOps engineer minds um and a thousand DevOps engineer minds um and a thousand DevOps engineer minds um and all of my courses and everything um at all of my courses and everything um at all of my courses and everything um at your fingertips. So this is um this is what I built and So this is um this is what I built and of of course this is running on of of course this is running on of of course this is running on Kubernetes. It couldn't be running Kubernetes. It couldn't be running Kubernetes. It couldn't be running anywhere else, right? Like if you're if anywhere else, right? Like if you're if anywhere else, right? Like if you're if you know anything about me and my pro my you know anything about me and my pro my you know anything about me and my pro my my brand my journey then you know that my brand my journey then you know that my brand my journey then you know that it has to be on Kubernetes. So uh I can it has to be on Kubernetes. So uh I can it has to be on Kubernetes. So uh I can I can uh I can show a little bit about I can uh I can show a little bit about I can uh I can show a little bit about that if you want as well. But what do that if you want as well. But what do that if you want as well. But what do you think guys? Do you think this is a you think guys? Do you think this is a you think guys? Do you think this is a cool app or not?

Just came to the stream. Can anyone Just came to the stream. Can anyone brief me? Yeah, I'm uh I'm demonstrating brief me? Yeah, I'm uh I'm demonstrating brief me? Yeah, I'm uh I'm demonstrating the application I've built the application I've built the application I've built based on the based on the based on the based on the the three years of DevOps based on the the three years of DevOps based on the the three years of DevOps mentoring I've done. And it's actually mentoring I've done. And it's actually mentoring I've done. And it's actually really cool. It works really well and really cool. It works really well and really cool. It works really well and the and it released yesterday to my to the and it released yesterday to my to the and it released yesterday to my to my members and I was expecting like full my members and I was expecting like full my members and I was expecting like full chaos. This is like the first time I'm chaos. This is like the first time I'm chaos. This is like the first time I'm doing my own release but people are doing my own release but people are doing my own release but people are saying there's some feedback here but saying there's some feedback here but saying there's some feedback here but login worked. It worked. Just received login worked. It worked. Just received login worked. It worked. Just received the code successfully logged in. So the code successfully logged in. So the code successfully logged in. So working well for me. So people it's working well for me. So people it's working well for me. So people it's actually it went smoother than I actually it went smoother than I actually it went smoother than I thought. I was expecting lots of thought. I was expecting lots of thought. I was expecting lots of problems here. Looks really good. Thank you. Thank you. Looks really good. Thank you. Thank you. I like watching the devlog so far. Yeah, I like watching the devlog so far. Yeah, I like watching the devlog so far. Yeah, sure. I'm going to explain how I did it sure. I'm going to explain how I did it sure. I'm going to explain how I did it and everything. Most helpful for those who don't align Most helpful for those who don't align with my sleep schedule. Exactly. with my sleep schedule. Exactly. with my sleep schedule. Exactly. [laughter] [laughter] [laughter] Yeah. Uh oh. Is anyone else having audio Yeah. Uh oh. Is anyone else having audio Yeah. Uh oh. Is anyone else having audio issues? Um Vladimir is having some audio issues? Um Vladimir is having some audio issues? Um Vladimir is having some audio issues. Does anyone else have trouble issues. Does anyone else have trouble issues. Does anyone else have trouble hearing me?

Yes. So indeed it is a rag application. Yes. So indeed it is a rag application. I have not trained my own model yet. But I have not trained my own model yet. But I have not trained my own model yet. But I'm going to tell that story uh in a I'm going to tell that story uh in a I'm going to tell that story uh in a second and also what I'm planning to do. But are is anyone else having audio But are is anyone else having audio issues or is it okay? Yeah. Yeah. Cool. Um, so what's cool is that um, as I said, it so what's cool is that um, as I said, it is using these posts, but it then also is using these posts, but it then also is using these posts, but it then also gives you the sources of those posts, gives you the sources of those posts, gives you the sources of those posts, right? So it's not just giving the right? So it's not just giving the right? So it's not just giving the answers, it's also for example on this answers, it's also for example on this answers, it's also for example on this Proxmox question. It then gives you the Proxmox question. It then gives you the Proxmox question. It then gives you the link to the post where I was giving this link to the post where I was giving this link to the post where I was giving this answer. So you can read the whole answer. So you can read the whole answer. So you can read the whole discussion and you can you can reopen discussion and you can you can reopen discussion and you can you can reopen the post if you want and continue the the post if you want and continue the the post if you want and continue the discussion. So it gives you the sources discussion. So it gives you the sources discussion. So it gives you the sources of everything that was said as well, of everything that was said as well, of everything that was said as well, which I think is really cool. So it's which I think is really cool. So it's which I think is really cool. So it's the courses also all of the discussions.

the courses also all of the discussions. the courses also all of the discussions. So any topic you can think of, you can So any topic you can think of, you can So any topic you can think of, you can basically ask it and it will answer you basically ask it and it will answer you basically ask it and it will answer you from there. from there. from there. Audio is great. Thank you. Okay, so a few qu questions here. Dane Okay, so a few qu questions here. Dane hears you fine. Hello Dane. hears you fine. Hello Dane. hears you fine. Hello Dane. So nice to see you here. Hope all is So nice to see you here. Hope all is So nice to see you here. Hope all is well with you, brother. I think you've changed your username, I think you've changed your username, but I'll I'll remember this one. Thank but I'll I'll remember this one. Thank but I'll I'll remember this one. Thank you. you. you. >> [laughter] >> Uh let's see. Got a few questions from >> Uh let's see. Got a few questions from Guis. Is it only available for those in Guis. Is it only available for those in Guis. Is it only available for those in the CubeCraft community? Yes. Yes, it is the CubeCraft community? Yes. Yes, it is the CubeCraft community? Yes. Yes, it is only available for CubeCraft members. Um only available for CubeCraft members. Um only available for CubeCraft members. Um it is not a public um publicly available it is not a public um publicly available it is not a public um publicly available application. application. application. Does school provide an API or MCP? Does school provide an API or MCP? Does school provide an API or MCP? Yes. So they don't um officially have an Yes. So they don't um officially have an Yes. So they don't um officially have an API unfortunately, but there are ways API unfortunately, but there are ways API unfortunately, but there are ways around that and I cannot um speak to around that and I cannot um speak to around that and I cannot um speak to that um publicly.

that um publicly. that um publicly. So I um but I was able to um to gather So I um but I was able to um to gather So I um but I was able to um to gather the information, but there's no school API or MCP. It's but there's no school API or MCP. It's not that advanced of a platform, not that advanced of a platform, not that advanced of a platform, unfortunately. So that's the application and um when I So that's the application and um when I started building this I wanted to I started building this I wanted to I started building this I wanted to I basically started building it with the basically started building it with the basically started building it with the idea of learning um Kerve. idea of learning um Kerve. idea of learning um Kerve. So if you So if you So if you um if you have have been paying um if you have have been paying um if you have have been paying attention to my content or the attention to my content or the attention to my content or the Kubernetes space in general then you Kubernetes space in general then you Kubernetes space in general then you will have heard me talk about will have heard me talk about will have heard me talk about Kserve. Kserve. Kserve. Now Kserve is bas like first of all Now Kserve is bas like first of all Now Kserve is bas like first of all Kubernetes is the operating system for Kubernetes is the operating system for Kubernetes is the operating system for AI. So everyone will know, everyone AI. So everyone will know, everyone AI. So everyone will know, everyone should know that if you want to get a should know that if you want to get a should know that if you want to get a job in Kubernetes, uh if you want to get job in Kubernetes, uh if you want to get job in Kubernetes, uh if you want to get a job working with AI, especially AI a job working with AI, especially AI a job working with AI, especially AI infrastructure, you need to learn infrastructure, you need to learn infrastructure, you need to learn Kubernetes. That's also why CubeCraft is Kubernetes. That's also why CubeCraft is Kubernetes. That's also why CubeCraft is fully focused on Kubernetes because fully focused on Kubernetes because fully focused on Kubernetes because that's where the money is for people.

that's where the money is for people. that's where the money is for people. Like that's how you land six figure tech Like that's how you land six figure tech Like that's how you land six figure tech jobs these days if you're not a software jobs these days if you're not a software jobs these days if you're not a software engineer. So um the engineer. So um the engineer. So um the if you want to serve models from if you want to serve models from if you want to serve models from Kubernetes so inference that is called Kubernetes so inference that is called Kubernetes so inference that is called Kserve. K-Serve is the the application Kserve. K-Serve is the the application Kserve. K-Serve is the the application that is that is the the standard for that is that is the the standard for that is that is the the standard for that now and I I I learned this on that now and I I I learned this on that now and I I I learned this on CubeCon the biggest Kubernetes CubeCon the biggest Kubernetes CubeCon the biggest Kubernetes conference in the world and KServe is conference in the world and KServe is conference in the world and KServe is the the standard because it is um more the the standard because it is um more the the standard because it is um more or less being backed by Red Hat. It does or less being backed by Red Hat. It does or less being backed by Red Hat. It does does it say anything here? does it say anything here? does it say anything here? [snorts] [snorts] [snorts] I don't think it is like officially Oh, I don't think it is like officially Oh, I don't think it is like officially Oh, here. check out the following guides for here. check out the following guides for here. check out the following guides for running on ads or on the open shift running on ads or on the open shift running on ads or on the open shift container platform. So it's actually not container platform. So it's actually not container platform. So it's actually not saying it's officially by Red Hat and or saying it's officially by Red Hat and or saying it's officially by Red Hat and or maybe on the KSF website, but it is maybe on the KSF website, but it is maybe on the KSF website, but it is actually um it was presented by Red Hat actually um it was presented by Red Hat actually um it was presented by Red Hat on uh on uh on uh CubeCon.

CubeCon. CubeCon. Let's see. Kerve is used in production Let's see. Kerve is used in production Let's see. Kerve is used in production in organizations across various in organizations across various in organizations across various industries providing reliable model industries providing reliable model industries providing reliable model inference at scale. So anyone heard of inference at scale. So anyone heard of inference at scale. So anyone heard of Nvidia, Redhead, Nvidia, Redhead, Nvidia, Redhead, IBM, IBM, IBM, you have heard of these names, right? So you have heard of these names, right? So you have heard of these names, right? So these are using KSER to serve LLMs or AI these are using KSER to serve LLMs or AI these are using KSER to serve LLMs or AI models from Kubernetes. So I can't models from Kubernetes. So I can't models from Kubernetes. So I can't really see how it is being sponsored really see how it is being sponsored really see how it is being sponsored here, but I somehow got the um the here, but I somehow got the um the here, but I somehow got the um the information that Red Hat is behind this. information that Red Hat is behind this. information that Red Hat is behind this. At least they're using this on their At least they're using this on their At least they're using this on their open shift platforms as well. So it's a open shift platforms as well. So it's a open shift platforms as well. So it's a CNCF project. So it's uh safe to to CNCF project. So it's uh safe to to CNCF project. So it's uh safe to to study. So if you want to learn study. So if you want to learn study. So if you want to learn Kubernetes on an AI then Kserve is the Kubernetes on an AI then Kserve is the Kubernetes on an AI then Kserve is the thing to learn. So I set out to learn thing to learn. So I set out to learn thing to learn. So I set out to learn Kserve u on my uh in my home lab right I Kserve u on my uh in my home lab right I Kserve u on my uh in my home lab right I have the I have a node with a 4090 GPU have the I have a node with a 4090 GPU have the I have a node with a 4090 GPU and that is basically how this app and that is basically how this app and that is basically how this app started. I was thinking okay I want to started. I was thinking okay I want to started. I was thinking okay I want to build an AI application running a local build an AI application running a local build an AI application running a local model on Kubernetes and how am I going model on Kubernetes and how am I going model on Kubernetes and how am I going to do this? So I I started with learning to do this? So I I started with learning to do this? So I I started with learning K-serve and that is where the idea for K-serve and that is where the idea for K-serve and that is where the idea for CubeCraft AI was born. That's basically CubeCraft AI was born. That's basically CubeCraft AI was born. That's basically how I started working on this app and how I started working on this app and how I started working on this app and that's already half a year ago.

that's already half a year ago. that's already half a year ago. [snorts] So um that that is basically [snorts] So um that that is basically [snorts] So um that that is basically the story how I got started. Now, right the story how I got started. Now, right the story how I got started. Now, right now, CubeCraft AI is not using the local now, CubeCraft AI is not using the local now, CubeCraft AI is not using the local model because I was on a trip in Norway model because I was on a trip in Norway model because I was on a trip in Norway for two months uh with my van cruising for two months uh with my van cruising for two months uh with my van cruising around working and sometime during that around working and sometime during that around working and sometime during that trip uh they changed something in the trip uh they changed something in the trip uh they changed something in the office network like this is my studio. office network like this is my studio. office network like this is my studio. I'm sitting in my studio now. It has its I'm sitting in my studio now. It has its I'm sitting in my studio now. It has its own network and the they changed own network and the they changed own network and the they changed something here. It was blocking domains something here. It was blocking domains something here. It was blocking domains and the node was not reachable at that and the node was not reachable at that and the node was not reachable at that time. So from the road I very quickly time. So from the road I very quickly time. So from the road I very quickly had to like switch this application had to like switch this application had to like switch this application because I already had some test users because I already had some test users because I already had some test users running on it. So I learned that uh I running on it. So I learned that uh I running on it. So I learned that uh I need to get a more robust GPU setup if I need to get a more robust GPU setup if I need to get a more robust GPU setup if I want to host it from a local model. But want to host it from a local model. But want to host it from a local model. But that is basically how it started. But that is basically how it started. But that is basically how it started. But right now it is using uh Grock Grock 4.6 right now it is using uh Grock Grock 4.6 right now it is using uh Grock Grock 4.6 by XAI. That's what it's uh running as by XAI. That's what it's uh running as by XAI. That's what it's uh running as the the AI model. But I already have the the AI model. But I already have the the AI model. But I already have everything running. I have the everything running. I have the everything running. I have the infrastructure running. I have my GPU, infrastructure running. I have my GPU, infrastructure running. I have my GPU, but I I'm now learning on how do I cram but I I'm now learning on how do I cram but I I'm now learning on how do I cram the biggest model possible on a GPU.

the biggest model possible on a GPU. the biggest model possible on a GPU. Maybe I need multiple GPUs. And the idea Maybe I need multiple GPUs. And the idea Maybe I need multiple GPUs. And the idea is that then after a while, you'll be is that then after a while, you'll be is that then after a while, you'll be able to like um s switch between these. able to like um s switch between these. able to like um s switch between these. So you can choose if you want to run it So you can choose if you want to run it So you can choose if you want to run it on my GPU cluster or running it from on my GPU cluster or running it from on my GPU cluster or running it from Grock or some other frontier models as Grock or some other frontier models as Grock or some other frontier models as well. So, let's see. Couple of questions from So, let's see. Couple of questions from the chat. Next month, I'll try to get the chat. Next month, I'll try to get the chat. Next month, I'll try to get into CubeCraft. You're the best. Hey, into CubeCraft. You're the best. Hey, into CubeCraft. You're the best. Hey, thank you, man. That's uh that's cool to thank you, man. That's uh that's cool to thank you, man. That's uh that's cool to hear. hear. hear. Maybe we'll uh I'll see you next month. Maybe we'll uh I'll see you next month. Maybe we'll uh I'll see you next month. Oh, and by the way, um maybe I should Oh, and by the way, um maybe I should Oh, and by the way, um maybe I should just if you want if you're interested in if you want if you're interested in getting access to the AI model or if you getting access to the AI model or if you getting access to the AI model or if you want to um want to um want to um join CubeCraft, then follow the link join CubeCraft, then follow the link join CubeCraft, then follow the link that I just shared in the chat. It's that I just shared in the chat. It's that I just shared in the chat. It's also in the description. also in the description. also in the description. cubecraft.clicklive Clicklive and you cubecraft.clicklive Clicklive and you cubecraft.clicklive Clicklive and you can book a call with my team and you can can book a call with my team and you can can book a call with my team and you can um see if you are a good fit for the um see if you are a good fit for the um see if you are a good fit for the CubeCraft Career Accelerator if you want CubeCraft Career Accelerator if you want CubeCraft Career Accelerator if you want to get access to this and to the DevOps to get access to this and to the DevOps to get access to this and to the DevOps mentorship and the courses as well.

Um Um let's see good old scrapping. where can I can we get it? I am a where can I can we get it? I am a member. I would like to try it out. So, member. I would like to try it out. So, member. I would like to try it out. So, if you're a member in CubeCraft, if you're a member in CubeCraft, if you're a member in CubeCraft, uh, the king of Paris, you're already uh, the king of Paris, you're already uh, the king of Paris, you're already here, then look at this post. Um, right here, then look at this post. Um, right here, then look at this post. Um, right here, CubeCraft AI is live. I will just here, CubeCraft AI is live. I will just here, CubeCraft AI is live. I will just bump that post for you. bump that post for you. bump that post for you. bump for the king of Paris bump for the king of Paris bump for the king of Paris YouTube live. So now it will be on the YouTube live. So now it will be on the YouTube live. So now it will be on the top of the feed. So you you should be top of the feed. So you you should be top of the feed. So you you should be able to find it and then you will get um able to find it and then you will get um able to find it and then you will get um the instruction to uh join it. It's here. It's here. Let's see. Let's see. Let's see. So you can get if you're a member, you So you can get if you're a member, you So you can get if you're a member, you can get access for the data for the can get access for the data for the can get access for the data for the post. Do you only filter on your replies post. Do you only filter on your replies post. Do you only filter on your replies or do you also relying on the members or do you also relying on the members or do you also relying on the members responses? Yes, it's it's it includes responses? Yes, it's it's it includes responses? Yes, it's it's it includes all of the other replies as well, but all of the other replies as well, but all of the other replies as well, but the AI should know that it's not me the AI should know that it's not me the AI should know that it's not me answering it. So, it's I I I took that answering it. So, it's I I I took that answering it. So, it's I I I took that up in the prompt as well.

never regretted joining CubeCraft. Hey, never regretted joining CubeCraft. Hey, that's cool. What model are you running locally? U so What model are you running locally? U so locally I was using uh Gemma Gemma locally I was using uh Gemma Gemma locally I was using uh Gemma Gemma and I was experimenting with Quen 3.6 and I was experimenting with Quen 3.6 and I was experimenting with Quen 3.6 but I wasn't able to fully load that but I wasn't able to fully load that but I wasn't able to fully load that onto my GPU. Um it I was it was crashing onto my GPU. Um it I was it was crashing onto my GPU. Um it I was it was crashing on me. I just I was short like 10 like on me. I just I was short like 10 like on me. I just I was short like 10 like 100 megabytes of RAM unfortunately. So 100 megabytes of RAM unfortunately. So 100 megabytes of RAM unfortunately. So it's um it's um it's um um I was not able to get that one um I was not able to get that one um I was not able to get that one running. Why are you not using the full Why are you not using the full Kubernetes version? What do you mean by Kubernetes version? What do you mean by Kubernetes version? What do you mean by that? It is by it is most definitely that? It is by it is most definitely that? It is by it is most definitely running a full Kubernetes version. So running a full Kubernetes version. So running a full Kubernetes version. So maybe we can go into that a little bit. maybe we can go into that a little bit. maybe we can go into that a little bit. So as I was saying, I was running this So as I was saying, I was running this So as I was saying, I was running this on Kserve. on Kserve. on Kserve. So I have a uh let me open up Xcolor So I have a uh let me open up Xcolor So I have a uh let me open up Xcolor draw here.

draw here. draw here. What I have is a Talos Linux cluster What I have is a Talos Linux cluster What I have is a Talos Linux cluster and right now it consists of three and right now it consists of three and right now it consists of three virtual machines that are running in virtual machines that are running in virtual machines that are running in Hzner Hzner Hzner running Talos Linux. Talos Linux. Talos Linux. That is how I build the cluster. These That is how I build the cluster. These That is how I build the cluster. These are all I believe 8 gigabyte VMs for are all I believe 8 gigabyte VMs for are all I believe 8 gigabyte VMs for now. Those are that's what the app is Those are that's what the app is actually running on right now actually running on right now actually running on right now in uh in Hatner. HNER. HNER. Now, I'm planning to get an actual Now, I'm planning to get an actual Now, I'm planning to get an actual dedicated server in Hzner or at OVH. I dedicated server in Hzner or at OVH. I dedicated server in Hzner or at OVH. I haven't decided yet, but I'm planning to haven't decided yet, but I'm planning to haven't decided yet, but I'm planning to build out a full dedicated server and build out a full dedicated server and build out a full dedicated server and move some other things there, too. So, move some other things there, too. So, move some other things there, too. So, CubeCraft AI is running on this cluster.

CubeCraft AI is running on this cluster. CubeCraft AI is running on this cluster. And then when I started, I had like a And then when I started, I had like a And then when I started, I had like a big old node. It's actually standing big old node. It's actually standing big old node. It's actually standing right here um in my office right here um in my office right here um in my office with a 4090 GPU. And that was basically the worker node. And that was basically the worker node. And these are uh all control plane And these are uh all control plane And these are uh all control plane nodes. nodes. nodes. A control plane CP. So these are all A control plane CP. So these are all A control plane CP. So these are all control plane loads uh nodes that allow control plane loads uh nodes that allow control plane loads uh nodes that allow uh workloads to be scheduled on them. Yes, I am planning to add a course uh on Yes, I am planning to add a course uh on CubeCraft on how to build it like this. CubeCraft on how to build it like this. CubeCraft on how to build it like this. Actually, like over the next few weeks, Actually, like over the next few weeks, Actually, like over the next few weeks, months as more and more people start to months as more and more people start to months as more and more people start to use it, I'm going to be um sharing how I use it, I'm going to be um sharing how I use it, I'm going to be um sharing how I built it and how it's um and everything built it and how it's um and everything built it and how it's um and everything I've learned. Basically, I'm going to be I've learned. Basically, I'm going to be I've learned. Basically, I'm going to be making YouTube videos about that, too.

making YouTube videos about that, too. making YouTube videos about that, too. Um so, keep an keep your eyes peeled for Um so, keep an keep your eyes peeled for Um so, keep an keep your eyes peeled for that as well. But um the like the the that as well. But um the like the the that as well. But um the like the the more in-depth stuff and how it's more in-depth stuff and how it's more in-depth stuff and how it's actually done, all of that is going to actually done, all of that is going to actually done, all of that is going to be inside CubeCraft, of course. be inside CubeCraft, of course. be inside CubeCraft, of course. Uh so yes, I'm I'm using Omni to build Uh so yes, I'm I'm using Omni to build Uh so yes, I'm I'm using Omni to build this. So this is where I'm managing the this. So this is where I'm managing the this. So this is where I'm managing the Kubernetes cluster from. I have multiple Kubernetes cluster from. I have multiple Kubernetes cluster from. I have multiple clusters here, including my home lab. clusters here, including my home lab. clusters here, including my home lab. And here, CubeCraft AI is here. And And here, CubeCraft AI is here. And And here, CubeCraft AI is here. And what's cool is because it's running in what's cool is because it's running in what's cool is because it's running in Kubernetes of course I can just also Kubernetes of course I can just also Kubernetes of course I can just also easily um join easily um join easily um join here here here I can just I can just I can just enter the workload proxy. Good question. Why multiple control Good question. Why multiple control plane nodes? So now I can I can maybe plane nodes? So now I can I can maybe plane nodes? So now I can I can maybe teach you some Kubernetes theory. So um teach you some Kubernetes theory. So um teach you some Kubernetes theory. So um if you are running control planes then if you are running control planes then if you are running control planes then it should they should have quorum.

it should they should have quorum. it should they should have quorum. So there should be either one control So there should be either one control So there should be either one control plane which then you have a single point plane which then you have a single point plane which then you have a single point of failure or three but you should never of failure or three but you should never of failure or three but you should never have two because then they don't have have two because then they don't have have two because then they don't have quorum and then you're going to run into quorum and then you're going to run into quorum and then you're going to run into a lot of problems a lot of problems a lot of problems because when you you cannot leave the CD because when you you cannot leave the CD because when you you cannot leave the CD members CD doesn't propagate properly it members CD doesn't propagate properly it members CD doesn't propagate properly it won't be able to duplicate and back won't be able to duplicate and back won't be able to duplicate and back itself up to other nodes etc. So you itself up to other nodes etc. So you itself up to other nodes etc. So you always want one, three, five, like always want one, three, five, like always want one, three, five, like uneven numbers because they need quorum. So uh that's why you have three instead So uh that's why you have three instead of two and one is also of two and one is also of two and one is also doable. You you can run on one, but doable. You you can run on one, but doable. You you can run on one, but obviously that is a a bit of an issue obviously that is a a bit of an issue obviously that is a a bit of an issue especially when you do an upgrade, especially when you do an upgrade, especially when you do an upgrade, right? So because it's here in in um on right? So because it's here in in um on right? So because it's here in in um on Kubernetes, I can also take advantage of Kubernetes, I can also take advantage of Kubernetes, I can also take advantage of all of the normal monitoring aspects. So all of the normal monitoring aspects. So all of the normal monitoring aspects. So I also built some dashboards on I also built some dashboards on I also built some dashboards on I can actually see how many people are I can actually see how many people are I can actually see how many people are um on it right now. So we have 110 chats um on it right now. So we have 110 chats um on it right now. So we have 110 chats so far, 40 chats in the past 24 hours.

so far, 40 chats in the past 24 hours. so far, 40 chats in the past 24 hours. I can see how many tokens were used. I can see how many tokens were used. I can see how many tokens were used. I also have a cost dashboard. Someone I also have a cost dashboard. Someone I also have a cost dashboard. Someone was asking about cost in the chat. was asking about cost in the chat. was asking about cost in the chat. So I have um So I have um So I have um usage and cost. usage and cost. usage and cost. So let's see cost month to date. So since release I cost month to date. So since release I have used $5 in tokens right now on the have used $5 in tokens right now on the have used $5 in tokens right now on the application. So, if this keeps going, $5 a day, that So, if this keeps going, $5 a day, that would set the cost at would set the cost at would set the cost at 150 a month. And that that is something I'm I'm happy And that that is something I'm I'm happy to uh sponsor my community with, but we'll see how big the usage gets. but we'll see how big the usage gets. Like uh if people like to use it more, Like uh if people like to use it more, Like uh if people like to use it more, if they're running into limits, they if they're running into limits, they if they're running into limits, they should let me know because then I can should let me know because then I can should let me know because then I can increase it. But this is this is why I increase it. But this is this is why I increase it. But this is this is why I love doing it on Kubernetes because I love doing it on Kubernetes because I love doing it on Kubernetes because I just could just deploy my monitoring just could just deploy my monitoring just could just deploy my monitoring stack. I can build my dashboards like stack. I can build my dashboards like stack. I can build my dashboards like this and I can have really good this and I can have really good this and I can have really good monitoring here. So I know exactly like monitoring here. So I know exactly like monitoring here. So I know exactly like if there's a guy here who is spending a if there's a guy here who is spending a if there's a guy here who is spending a lot of tokens, I will know exactly who lot of tokens, I will know exactly who lot of tokens, I will know exactly who he is. Like you can I don't see his uh I he is. Like you can I don't see his uh I he is. Like you can I don't see his uh I specifically haven't done his email specifically haven't done his email specifically haven't done his email here, but I can look that up in my own here, but I can look that up in my own here, but I can look that up in my own admin portal.

admin portal. admin portal. So back to the cluster overview. This is So back to the cluster overview. This is So back to the cluster overview. This is um it's just a three node cluster for um it's just a three node cluster for um it's just a three node cluster for now. But I I can very easily add my my now. But I I can very easily add my my now. But I I can very easily add my my local node in it back again if I want local node in it back again if I want local node in it back again if I want to. So if I open yeah this is my the to. So if I open yeah this is my the to. So if I open yeah this is my the terminal. If I do kit nodes and you will terminal. If I do kit nodes and you will terminal. If I do kit nodes and you will see there's now three headner control see there's now three headner control see there's now three headner control planes here planes here planes here and if I do ket pods then you will see and if I do ket pods then you will see and if I do ket pods then you will see that the application currently is that the application currently is that the application currently is running in four pods. running in four pods. running in four pods. I have the rag back end and the chat UI I have the rag back end and the chat UI I have the rag back end and the chat UI and of course everything is neatly set and of course everything is neatly set and of course everything is neatly set up with a pot disruption budget. So if I up with a pot disruption budget. So if I up with a pot disruption budget. So if I were to upgrade my cluster, what's going were to upgrade my cluster, what's going were to upgrade my cluster, what's going to happen is that it's going to drain to happen is that it's going to drain to happen is that it's going to drain one node and the application is going to one node and the application is going to one node and the application is going to be rescheduled like one of the replicas be rescheduled like one of the replicas be rescheduled like one of the replicas is going to be rescheduled to one of is going to be rescheduled to one of is going to be rescheduled to one of these nodes. So there's always going to these nodes. So there's always going to these nodes. So there's always going to be at least two replicas online. So, um, be at least two replicas online. So, um, be at least two replicas online. So, um, this is why I went for Kubernetes this is why I went for Kubernetes this is why I went for Kubernetes straight away because, yeah, I could straight away because, yeah, I could straight away because, yeah, I could technically run these containers with technically run these containers with technically run these containers with Docker Compose, but then you already Docker Compose, but then you already Docker Compose, but then you already have problems with how to route the have problems with how to route the have problems with how to route the traffic into them, etc. And I don't want traffic into them, etc. And I don't want traffic into them, etc. And I don't want a single point of failure. So, I just a single point of failure. So, I just a single point of failure. So, I just went straight for Kubernetes. And if you went straight for Kubernetes. And if you went straight for Kubernetes. And if you have the skills, it's really easy.

have the skills, it's really easy. have the skills, it's really easy. Really, it's really such a pleasure to Really, it's really such a pleasure to Really, it's really such a pleasure to work with. why multiple control plane nodes. Yeah, why multiple control plane nodes. Yeah, we we discussed that. Good to hear. I'll we we discussed that. Good to hear. I'll we we discussed that. Good to hear. I'll be renewing for a second year soon on be renewing for a second year soon on be renewing for a second year soon on CubeCraft. Hey, that's cool, man. Happy CubeCraft. Hey, that's cool, man. Happy CubeCraft. Hey, that's cool, man. Happy to have you with us for another year. 50 to have you with us for another year. 50 to have you with us for another year. 50 is not bad. No, it's not bad at all. is not bad. No, it's not bad at all. is not bad. No, it's not bad at all. Like I've I've so far I've been quite Like I've I've so far I've been quite Like I've I've so far I've been quite surprised with um surprised with um surprised with um with the usage. with the usage. with the usage. Let's see. Can I also uh uh usage wow it's really slow. Okay. Okay. So wow it's really slow. Okay. Okay. So this month you see that I have been this month you see that I have been this month you see that I have been tokens tokens tokens or you see all or you see all or you see all I I just saw the tokens go up as we we I I just saw the tokens go up as we we I I just saw the tokens go up as we we as we speak.

as we speak. as we speak. Yeah. So this month it is 14th total. Yeah. So this month it is 14th total. Yeah. So this month it is 14th total. Like it's a bit of a discrepancy because Like it's a bit of a discrepancy because Like it's a bit of a discrepancy because I updated it yesterday. So I lost a bit I updated it yesterday. So I lost a bit I updated it yesterday. So I lost a bit of data there. But the actual usage so of data there. But the actual usage so of data there. But the actual usage so far is 30 $30. far is 30 $30. far is 30 $30. And the the actual what do you call it And the the actual what do you call it And the the actual what do you call it the the these VMs they are costing me the the these VMs they are costing me the the these VMs they are costing me about a hundred a month right now. The about a hundred a month right now. The about a hundred a month right now. The prices have really gone up for virtual prices have really gone up for virtual prices have really gone up for virtual machines. It's not fun anymore. Um about machines. It's not fun anymore. Um about machines. It's not fun anymore. Um about I think I'm paying 80 $85 a month for I think I'm paying 80 $85 a month for I think I'm paying 80 $85 a month for Hner right now. But as I said, I'm going Hner right now. But as I said, I'm going Hner right now. But as I said, I'm going to be set I'm I'm going to be getting a to be set I'm I'm going to be getting a to be set I'm I'm going to be getting a dedicated server and um I'm going to be moving the and um I'm going to be moving the application to a dedicated server because like right now I'm I'm paying because like right now I'm I'm paying what 200 a month or some 80 a month and what 200 a month or some 80 a month and what 200 a month or some 80 a month and if I then upgrade if I then upgrade if I then upgrade let's say to a let's say to a let's say to a 128 gig server 128 gig server 128 gig server I can get this big server for um 100 a I can get this big server for um 100 a I can get this big server for um 100 a month. I can put a lot of VMs on there.

month. I can put a lot of VMs on there. month. I can put a lot of VMs on there. Intel Xeon. Intel Xeon. Intel Xeon. That's actually not bad at all. Wow. Let's see. Intel Zeal. How many cores Let's see. Intel Zeal. How many cores How many cores does this have? So, this would have six cores and 12 So, this would have six cores and 12 threads. That is eh, but it's it's the threads. That is eh, but it's it's the threads. That is eh, but it's it's the it's good enough. It would be good it's good enough. It would be good it's good enough. It would be good enough for me, but look at how much RAM enough for me, but look at how much RAM enough for me, but look at how much RAM I would get for that. So, yeah. So, that I would get for that. So, yeah. So, that I would get for that. So, yeah. So, that that would be a lot more economical. And that would be a lot more economical. And that would be a lot more economical. And then I'm also going to be moving all of then I'm also going to be moving all of then I'm also going to be moving all of my home lab to one or two of these my home lab to one or two of these my home lab to one or two of these servers. >> [snorts] >> [snorts] >> Yes, I do have a notification set up. Uh >> Yes, I do have a notification set up. Uh >> Yes, I do have a notification set up. Uh I have the application I have I have the application I have I have the application I have notifications in graphana notifications in graphana notifications in graphana and I so there's alerting here alert and I so there's alerting here alert and I so there's alerting here alert rules there's bunch of alert rules here and there's bunch of alert rules here and there's um also alert rules um actually there's um also alert rules um actually there's um also alert rules um actually is there alert rule for cost is there alert rule for cost is there alert rule for cost actually no there's not an alert rule actually no there's not an alert rule actually no there's not an alert rule for cost that's really good I uh have to for cost that's really good I uh have to for cost that's really good I uh have to add that as an issue.

New issue. New issue. [snorts] Normally I have my AI writing these, but Normally I have my AI writing these, but I'm just going to add one here as a I'm just going to add one here as a I'm just going to add one here as a reminder to myself. Thank you. That was reminder to myself. Thank you. That was reminder to myself. Thank you. That was a good suggestion. But on the Gro side, it will already But on the Gro side, it will already give me um give me um give me um I will also be notified in Grock. I have I will also be notified in Grock. I have I will also be notified in Grock. I have on the XAI I have um some on the XAI I have um some on the XAI I have um some what do you call it what do you call it what do you call it thresholds here so it will auto thresholds here so it will auto thresholds here so it will auto recharge. Yeah. So here in in Grock I I already Yeah. So here in in Grock I I already have like maximum budget set up have like maximum budget set up have like maximum budget set up actually. Can I see? Well, I'm not going actually. Can I see? Well, I'm not going actually. Can I see? Well, I'm not going to open any billing right now. That's a to open any billing right now. That's a to open any billing right now. That's a bit scary to do on on stream, but um bit scary to do on on stream, but um bit scary to do on on stream, but um this already has some maximum in it this already has some maximum in it this already has some maximum in it already, fortunately.

already, fortunately. already, fortunately. So, yeah, that's the uh that's what I've So, yeah, that's the uh that's what I've So, yeah, that's the uh that's what I've been building so far. And yeah, as you been building so far. And yeah, as you been building so far. And yeah, as you see, currently it's just a um chat UI see, currently it's just a um chat UI see, currently it's just a um chat UI and the rack back end. Pretty simple. and the rack back end. Pretty simple. and the rack back end. Pretty simple. The data lives in Superbase. So I'm I'm The data lives in Superbase. So I'm I'm The data lives in Superbase. So I'm I'm using Superbase for the authentication using Superbase for the authentication using Superbase for the authentication for the database and everything. for the database and everything. for the database and everything. So I'm that's what I'm using for that So I'm that's what I'm using for that So I'm that's what I'm using for that and that's the application I've built. and that's the application I've built. and that's the application I've built. So I'm I'm really stoked. This is like So I'm I'm really stoked. This is like So I'm I'm really stoked. This is like the first application that I've built the first application that I've built the first application that I've built from scratch myself. from scratch myself. from scratch myself. And obviously like I said in the And obviously like I said in the And obviously like I said in the beginning I am not a software engineer. beginning I am not a software engineer. beginning I am not a software engineer. I'm a DevOps engineer. I know I'm a DevOps engineer. I know I'm a DevOps engineer. I know infrastructure and security but I don't infrastructure and security but I don't infrastructure and security but I don't know much about building software. know much about building software. know much about building software. But I I know Python. I've written But I I know Python. I've written But I I know Python. I've written thousands of lines of Python code in thousands of lines of Python code in thousands of lines of Python code in bash. So I think I'm in a position to bash. So I think I'm in a position to bash. So I think I'm in a position to code with the help of LLMs and yeah it code with the help of LLMs and yeah it code with the help of LLMs and yeah it has been a really good experience and has been a really good experience and has been a really good experience and I've been just um slowly iterating on it I've been just um slowly iterating on it I've been just um slowly iterating on it and every time I said no it should be and every time I said no it should be and every time I said no it should be like this, it should be like that. Uh like this, it should be like that. Uh like this, it should be like that. Uh I've mainly been using cloud code I've mainly been using cloud code I've mainly been using cloud code and um that's how I build the actual and um that's how I build the actual and um that's how I build the actual application itself with the rag but all application itself with the rag but all application itself with the rag but all of the Kubernetes stuff is of course of the Kubernetes stuff is of course of the Kubernetes stuff is of course done uh by yours truly.

done uh by yours truly. done uh by yours truly. [snorts] So that's one thing I wanted to show off So that's one thing I wanted to show off to you guys. And another thing that I to you guys. And another thing that I to you guys. And another thing that I want that I've been working on, I just want that I've been working on, I just want that I've been working on, I just want to mention to everyone here, want to mention to everyone here, want to mention to everyone here, um me and my team have been working on um me and my team have been working on um me and my team have been working on something really really cool. something really really cool. something really really cool. Um like you know guys how um well maybe Um like you know guys how um well maybe Um like you know guys how um well maybe I should ask you like who here is in is I should ask you like who here is in is I should ask you like who here is in is is looking for a DevOps job? is looking for a DevOps job? is looking for a DevOps job? Who here is watching this stream or my Who here is watching this stream or my Who here is watching this stream or my content and who is interested in landing content and who is interested in landing content and who is interested in landing a job eventually as a DevOps engineer? a job eventually as a DevOps engineer? a job eventually as a DevOps engineer? [snorts] [snorts] [snorts] Let me know in the chat if you are. And Let me know in the chat if you are. And Let me know in the chat if you are. And if you aren't, that's also fine. But I'm if you aren't, that's also fine. But I'm if you aren't, that's also fine. But I'm just trying to get a sense of uh because just trying to get a sense of uh because just trying to get a sense of uh because I have something for you that I want to I have something for you that I want to I have something for you that I want to um that I want to share with you. But I um that I want to share with you. But I um that I want to share with you. But I I want to get a feel of any if anyone is I want to get a feel of any if anyone is I want to get a feel of any if anyone is um interested in it.

Toast is looking for a DevOps job. Toast is looking for a DevOps job. Looking we'll settle for CIS admin to Looking we'll settle for CIS admin to Looking we'll settle for CIS admin to start. start. start. Ne is here for a job. Okay. Uh, Guas, I will I'm going to um answer Uh, Guas, I will I'm going to um answer your question in a second. So, for those your question in a second. So, for those your question in a second. So, for those of you who are looking for a DevOps job, of you who are looking for a DevOps job, of you who are looking for a DevOps job, I have something really cool for you. I I have something really cool for you. I I have something really cool for you. I have been working on have been working on have been working on road mapap.cubcraft.dev. road mapap.cubcraft.dev. road mapap.cubcraft.dev. So, you guys know that there's tons of So, you guys know that there's tons of So, you guys know that there's tons of road maps out there that you can go to road maps out there that you can go to road maps out there that you can go to roadmap.sh SH roadmap.sh SH roadmap.sh SH and then there is a DevOps road map here and then there is a DevOps road map here and then there is a DevOps road map here but it's not actually really um but it's not actually really um but it's not actually really um I don't think this is a very useful road I don't think this is a very useful road I don't think this is a very useful road map because this is a tech road map map because this is a tech road map map because this is a tech road map right this road map shows you what tech right this road map shows you what tech right this road map shows you what tech to learn but it doesn't actually show to learn but it doesn't actually show to learn but it doesn't actually show you how to land a job right so to land a you how to land a job right so to land a you how to land a job right so to land a job there's actually a lot of things job there's actually a lot of things job there's actually a lot of things that you need to have in place you need that you need to have in place you need that you need to have in place you need to be able to um present yourself, you to be able to um present yourself, you to be able to um present yourself, you need to prove that you can do the work.

need to prove that you can do the work. need to prove that you can do the work. You need to get interviews first of all. You need to get interviews first of all. You need to get interviews first of all. How are you going to get that? Like this How are you going to get that? Like this How are you going to get that? Like this does not help you get interviews at all. does not help you get interviews at all. does not help you get interviews at all. It teaches you the technology. So what I It teaches you the technology. So what I It teaches you the technology. So what I have for you guys is a road map have for you guys is a road map have for you guys is a road map and this is not a and this is not a and this is not a let me see is this the correct one. Um the the link should be already down the the link should be already down below in the in the here we go. Okay. So below in the in the here we go. Okay. So below in the in the here we go. Okay. So this is the you can get it for free this is the you can get it for free this is the you can get it for free completely free but this is actually a completely free but this is actually a completely free but this is actually a career road map. It's not a tech road career road map. It's not a tech road career road map. It's not a tech road map. It is a road map that's actually map. It is a road map that's actually map. It is a road map that's actually going to show you where you are actually going to show you where you are actually going to show you where you are actually stuck. Right? because stuck. Right? because stuck. Right? because there are plenty of people trying to there are plenty of people trying to there are plenty of people trying to land a DevOps job who don't actually land a DevOps job who don't actually land a DevOps job who don't actually have um they don't don't actually need have um they don't don't actually need have um they don't don't actually need to learn more technology. They're stuck to learn more technology. They're stuck to learn more technology. They're stuck because they're not getting interviews, because they're not getting interviews, because they're not getting interviews, but what they're doing is that they're but what they're doing is that they're but what they're doing is that they're learning more and more and more learning more and more and more learning more and more and more technology and thinking that's going to technology and thinking that's going to technology and thinking that's going to help them. Well, this is the road map help them. Well, this is the road map help them. Well, this is the road map that is actually going to help you with that is actually going to help you with that is actually going to help you with that. So, what you can do is you can get that. So, what you can do is you can get that. So, what you can do is you can get your road map. you can fill out where your road map. you can fill out where your road map. you can fill out where you are and then you'll be get you'll be you are and then you'll be get you'll be you are and then you'll be get you'll be getting the the stage where you are in getting the the stage where you are in getting the the stage where you are in the road map and then you can be um you the road map and then you can be um you the road map and then you can be um you can diagnose yourself what you should be can diagnose yourself what you should be can diagnose yourself what you should be doing and the road map will help you doing and the road map will help you doing and the road map will help you with that. So give it a shot and um yeah it's it's completely free.

and um yeah it's it's completely free. Just check it out. fill out your um fill Just check it out. fill out your um fill Just check it out. fill out your um fill out where you are and then you'll it out where you are and then you'll it out where you are and then you'll it will give you the stage where you are will give you the stage where you are will give you the stage where you are and then it's going to teach you what and then it's going to teach you what and then it's going to teach you what what to do and um it's really um I think what to do and um it's really um I think what to do and um it's really um I think it's going to help you. So so it's it's going to help you. So so it's it's going to help you. So so it's completely free. Just give it a shot. completely free. Just give it a shot. completely free. Just give it a shot. It's like a 64page document. We've put a It's like a 64page document. We've put a It's like a 64page document. We've put a lot of work into this and yes it does lot of work into this and yes it does lot of work into this and yes it does contain a technical road map as well. Of contain a technical road map as well. Of contain a technical road map as well. Of course, that is in there, but there is course, that is in there, but there is course, that is in there, but there is um there's a lot more in there that um there's a lot more in there that um there's a lot more in there that other road maps will never teach you other road maps will never teach you other road maps will never teach you because a list of tools is not going to because a list of tools is not going to because a list of tools is not going to get you the job. get you the job. get you the job. You're welcome, Andre. New to the channel, former Unix CIS New to the channel, former Unix CIS admin, been out of it for 10 years, admin, been out of it for 10 years, admin, been out of it for 10 years, thinking of getting back. Wow, that's an thinking of getting back. Wow, that's an thinking of getting back. Wow, that's an interesting situation because well, if interesting situation because well, if interesting situation because well, if you'd been a Unix CIS admin, then you you'd been a Unix CIS admin, then you you'd been a Unix CIS admin, then you have some real skills. You know, you have some real skills. You know, you have some real skills. You know, you have hardcore command line skills. have hardcore command line skills. have hardcore command line skills. So, it should be pretty u pretty So, it should be pretty u pretty So, it should be pretty u pretty relatively easy for you to get back into relatively easy for you to get back into relatively easy for you to get back into it.

it. it. But let's say last search was RHCSA, But let's say last search was RHCSA, But let's say last search was RHCSA, but failed the last exam. Yeah, these but failed the last exam. Yeah, these but failed the last exam. Yeah, these exams can be tough, man. But at least exams can be tough, man. But at least exams can be tough, man. But at least you have to go the first one down. Uh, Uh, red hat. red hat. red hat. Rhse. What is cse again? What is cse again? CSA is system administrator. Oh, CSA is system administrator. Oh, CSA is system administrator. Oh, certified engineer. Got it. certified engineer. Got it. certified engineer. Got it. So, is the engineer So, is the engineer So, is the engineer the first one the first one the first one or the easier one? Let's see. or the easier one? Let's see. or the easier one? Let's see. As teams organization pursue this CE As teams organization pursue this CE As teams organization pursue this CE exam has changed to match needs to exam has changed to match needs to exam has changed to match needs to skill. We have updated exam skill. We have updated exam skill. We have updated exam certification to automation knowledge.

certification to automation knowledge. certification to automation knowledge. Okay. So, this is about anible then Okay. So, this is about anible then Okay. So, this is about anible then and this is actually the Linux CIS admin and this is actually the Linux CIS admin and this is actually the Linux CIS admin one. So those are solid searchs to get one. So those are solid searchs to get one. So those are solid searchs to get for sure. But the for sure. But the for sure. But the the thing is of course you are locking the thing is of course you are locking the thing is of course you are locking yourself into Red Hat and that's can yourself into Red Hat and that's can yourself into Red Hat and that's can that's not a problem. If there's Red Hat that's not a problem. If there's Red Hat that's not a problem. If there's Red Hat jobs for you then go for it. But it's jobs for you then go for it. But it's jobs for you then go for it. But it's this one thing to note. this one thing to note. this one thing to note. Wonderful tool that adds to the great Wonderful tool that adds to the great Wonderful tool that adds to the great CubeCraft content and resources. Hey, CubeCraft content and resources. Hey, CubeCraft content and resources. Hey, you're welcome Robert. Typo. Certified engineer. I failed. Typo. Certified engineer. I failed. Yeah. [laughter] Yeah. So, the LPIC one, that's the one Yeah. So, the LPIC one, that's the one that I got. And that's a good search to have because And that's a good search to have because this is then um you know vendor this is then um you know vendor this is then um you know vendor independent. So this is just plain independent. So this is just plain independent. So this is just plain Linux. Like there's you're not tying Linux. Like there's you're not tying Linux. Like there's you're not tying yourself to a vendor at all. However, yourself to a vendor at all. However, yourself to a vendor at all. However, this is very theoretical this is very theoretical this is very theoretical and it's actually pretty tough one to and it's actually pretty tough one to and it's actually pretty tough one to get. It's like it's more of a test of get. It's like it's more of a test of get. It's like it's more of a test of memorization, memorization, memorization, but it like if you go through this but it like if you go through this but it like if you go through this journey of learning this, you're going journey of learning this, you're going journey of learning this, you're going to be good at Linux. It's actually a to be good at Linux. It's actually a to be good at Linux. It's actually a good um it's a great search for that.

good um it's a great search for that. good um it's a great search for that. But the CNCF has But the CNCF has But the CNCF has Linux. Linux. Linux. I I always forget the name, but the CNCF I I always forget the name, but the CNCF I I always forget the name, but the CNCF has one, too. has one, too. has one, too. Um, damn it. I always forget that one. damn it. I always forget that one. Few certifications. Damn it. Damn it. What is the Linux? KCA.

KCA. Uh, damn it. I keep forgetting it. damn it. I keep forgetting it. LFCS. That's it. LFCS. That's it. LFCS. That's it. Thank you. Thank you. Thank you. LCS. CNCF. LCS. CNCF. LCS. CNCF. Oh, it's not CNCF. It's Linux Oh, it's not CNCF. It's Linux Oh, it's not CNCF. It's Linux Foundation, of course. Foundation, of course. Foundation, of course. That's why I'm not finding it. Here we That's why I'm not finding it. Here we That's why I'm not finding it. Here we go. Thank you, Jonathan. Oh, Jonathan B, go. Thank you, Jonathan. Oh, Jonathan B, go. Thank you, Jonathan. Oh, Jonathan B, another CubeCraft member. Good to see another CubeCraft member. Good to see another CubeCraft member. Good to see you, man. Linux Foundation certified you, man. Linux Foundation certified you, man. Linux Foundation certified system administrator. I'm sorry for that system administrator. I'm sorry for that system administrator. I'm sorry for that brain fart, but that's um that is the brain fart, but that's um that is the brain fart, but that's um that is the one. So I recommend my students to get one. So I recommend my students to get one. So I recommend my students to get this one rather than the LPIC one this one rather than the LPIC one this one rather than the LPIC one because here you are in the you're in because here you are in the you're in because here you are in the you're in the Linux Foundation ecosystem the Linux Foundation ecosystem the Linux Foundation ecosystem which ties nicely into the CNCF which ties nicely into the CNCF which ties nicely into the CNCF ecosystem of course. So here here it says what about AWS So here here it says what about AWS Redhead and other searchs? Make sure Redhead and other searchs? Make sure Redhead and other searchs? Make sure your credentials include a strong your credentials include a strong your credentials include a strong foundation that is vendor neutral.

foundation that is vendor neutral. foundation that is vendor neutral. And I I I recommend this, but like you And I I I recommend this, but like you And I I I recommend this, but like you have to do your research, right? Like if have to do your research, right? Like if have to do your research, right? Like if you're in a state in the US that has you're in a state in the US that has you're in a state in the US that has thousands of Red Hat jobs, then do thousands of Red Hat jobs, then do thousands of Red Hat jobs, then do Redhead. Do Redhead. Like there's Redhead. Do Redhead. Like there's Redhead. Do Redhead. Like there's nothing wrong with learning Red Hat and nothing wrong with learning Red Hat and nothing wrong with learning Red Hat and and learning Redhead Linux. You're going and learning Redhead Linux. You're going and learning Redhead Linux. You're going to have a job for the rest of your life. to have a job for the rest of your life. to have a job for the rest of your life. So, but this is like I if you have to So, but this is like I if you have to So, but this is like I if you have to make the choice, I I recommend this one. I'm an Anible Linux specialist. I've I'm an Anible Linux specialist. I've worked with midsize companies as sisops. worked with midsize companies as sisops. worked with midsize companies as sisops. However, I always fall short with However, I always fall short with However, I always fall short with Kubernetes. Why the heck is it so Kubernetes. Why the heck is it so Kubernetes. Why the heck is it so complicated? It is complicated, man. complicated? It is complicated, man. complicated? It is complicated, man. It's complicated. It's not an easy skill It's complicated. It's not an easy skill It's complicated. It's not an easy skill to learn, to learn, to learn, but it can be learned. But the thing is but it can be learned. But the thing is but it can be learned. But the thing is that it's so complicated because that it's so complicated because that it's so complicated because like the reason why I started CubeCraft like the reason why I started CubeCraft like the reason why I started CubeCraft is because I did not agree with how is because I did not agree with how is because I did not agree with how teach how this stuff was taught to teach how this stuff was taught to teach how this stuff was taught to people. So [snorts] these days when you people. So [snorts] these days when you people. So [snorts] these days when you do Kubernetes courses, they get do Kubernetes courses, they get do Kubernetes courses, they get PowerPoint slides and you get cartoon PowerPoint slides and you get cartoon PowerPoint slides and you get cartoon characters jumping around and then that characters jumping around and then that characters jumping around and then that is not I how I think tech should be is not I how I think tech should be is not I how I think tech should be taught. Like if you check out my stuff, taught. Like if you check out my stuff, taught. Like if you check out my stuff, if you if you learn Kubernetes from me, if you if you learn Kubernetes from me, if you if you learn Kubernetes from me, then what you're going to get is a

then what you're going to get is a then what you're going to get is a bearded guy with a deep voice bearded guy with a deep voice bearded guy with a deep voice who is on the command line. who is on the command line. who is on the command line. Let me see uh here name spaces. Let me see uh here name spaces. Let me see uh here name spaces. Like it's literally me on the command Like it's literally me on the command Like it's literally me on the command line showing you how to build stuff on line showing you how to build stuff on line showing you how to build stuff on the command line, right? And that's why the command line, right? And that's why the command line, right? And that's why Kubernetes education goes wrong in my Kubernetes education goes wrong in my Kubernetes education goes wrong in my opinion is that they they focus on the opinion is that they they focus on the opinion is that they they focus on the PowerPoint slides in the beautiful PowerPoint slides in the beautiful PowerPoint slides in the beautiful characters, but they don't actually characters, but they don't actually characters, but they don't actually teach you how to build anything. So the teach you how to build anything. So the teach you how to build anything. So the way I do it is you actually build stuff way I do it is you actually build stuff way I do it is you actually build stuff that is tangible and eventually you're that is tangible and eventually you're that is tangible and eventually you're going to end up with a home lab that you going to end up with a home lab that you going to end up with a home lab that you build with HomeLab OS. build with HomeLab OS. build with HomeLab OS. And here you're actually going to build And here you're actually going to build And here you're actually going to build stuff and that then is when everything stuff and that then is when everything stuff and that then is when everything clicks. So yes, there is theory. There clicks. So yes, there is theory. There clicks. So yes, there is theory. There is some theory with GitOps that you need is some theory with GitOps that you need is some theory with GitOps that you need to know etc. But then from there we're to know etc. But then from there we're to know etc. But then from there we're going to build and you're going to build going to build and you're going to build going to build and you're going to build huge projects that for your CV and if huge projects that for your CV and if huge projects that for your CV and if you build projects in a practical way you build projects in a practical way you build projects in a practical way that is the real key to learning that is the real key to learning that is the real key to learning Kubernetes in my opinion. That's how I Kubernetes in my opinion. That's how I Kubernetes in my opinion. That's how I learned it. That's how I'm teaching my learned it. That's how I'm teaching my learned it. That's how I'm teaching my students and it is uh it is proving to students and it is uh it is proving to students and it is uh it is proving to be very effective so far.

be very effective so far. be very effective so far. [snorts] It's a memorization game of repeating It's a memorization game of repeating over and over again. Yeah, right. over and over again. Yeah, right. over and over again. Yeah, right. If you have to look up many man pages, If you have to look up many man pages, If you have to look up many man pages, you have failed time is a killer. Well, you have failed time is a killer. Well, you have failed time is a killer. Well, like I can tell you are an old school like I can tell you are an old school like I can tell you are an old school admin um M Fonderson because you're admin um M Fonderson because you're admin um M Fonderson because you're already talking about man pages. Like already talking about man pages. Like already talking about man pages. Like the average guy that walks into the the average guy that walks into the the average guy that walks into the doors of CubeCraft is not thinking about doors of CubeCraft is not thinking about doors of CubeCraft is not thinking about that. they're [snorts] already uh they that. they're [snorts] already uh they that. they're [snorts] already uh they will think asking chat GPT you know will think asking chat GPT you know will think asking chat GPT you know so you're already a step ahead there and so you're already a step ahead there and so you're already a step ahead there and I don't think like if you can search man I don't think like if you can search man I don't think like if you can search man pages and then grab them quickly then pages and then grab them quickly then pages and then grab them quickly then you're going to be in pretty good shape you're going to be in pretty good shape you're going to be in pretty good shape for these exams but as you say time is for these exams but as you say time is for these exams but as you say time is of the essence absolutely of the essence absolutely of the essence absolutely so you're um you're on the right track let me see I'm just going to let me see I'm just going to Open a cool dashboard as I'm as I'm Open a cool dashboard as I'm as I'm Open a cool dashboard as I'm as I'm chatting with you guys. CPU usage.

Wow, we're not using much. Uh, Wow, we're not using much. Uh, yeah, this is just individual pods yeah, this is just individual pods yeah, this is just individual pods though. though. though. Let's see if we can check out the whole Let's see if we can check out the whole Let's see if we can check out the whole cluster. Um, here cluster resources. cluster. Um, here cluster resources. cluster. Um, here cluster resources. Here we go. Memory. Okay. 60% memory utilization. I Memory. Okay. 60% memory utilization. I like that. That means that we are like that. That means that we are like that. That means that we are like it could be 80, but at least I'm like it could be 80, but at least I'm like it could be 80, but at least I'm not overpaying too much. not overpaying too much. not overpaying too much. My my I sized it correctly for the My my I sized it correctly for the My my I sized it correctly for the workload as it is right now. workload as it is right now. workload as it is right now. And note that I'm also I'm still running And note that I'm also I'm still running And note that I'm also I'm still running the full LLM stack, by the way. Like the the full LLM stack, by the way. Like the the full LLM stack, by the way. Like the local LLM, it's still running. I'm just local LLM, it's still running. I'm just local LLM, it's still running. I'm just not querying it yet. not querying it yet. not querying it yet. Let's see. Do you think it's vital in Let's see. Do you think it's vital in Let's see. Do you think it's vital in 2026? Yes, I think Kubernetes is vital 2026? Yes, I think Kubernetes is vital 2026? Yes, I think Kubernetes is vital in 2026. If you want to have a a tech in 2026. If you want to have a a tech in 2026. If you want to have a a tech job, a a tech career, DevOps career, job, a a tech career, DevOps career, job, a a tech career, DevOps career, Kubernetes is 100% essential.

Misha try raspberry font. [laughter] Misha try raspberry font. [laughter] Yeah, I have to do the raspberry Yeah, I have to do the raspberry Yeah, I have to do the raspberry raspberry pi font. Good one. [snorts] People learn from cartoons and wonder People learn from cartoons and wonder why companies don't take their skills why companies don't take their skills why companies don't take their skills seriously. Yeah, exactly seriously. Yeah, exactly seriously. Yeah, exactly [laughter] right. Like imagine being in [laughter] right. Like imagine being in [laughter] right. Like imagine being in an interview and they say, "So, how did an interview and they say, "So, how did an interview and they say, "So, how did you learn Kubernetes?" Yeah, I watched you learn Kubernetes?" Yeah, I watched you learn Kubernetes?" Yeah, I watched these videos and [laughter and snorts] these videos and [laughter and snorts] these videos and [laughter and snorts] what are the videos about? Yeah. Yeah, what are the videos about? Yeah. Yeah, what are the videos about? Yeah. Yeah, it's PowerPoint slides, etc. Did you it's PowerPoint slides, etc. Did you it's PowerPoint slides, etc. Did you build anything? No. build anything? No. build anything? No. Well, of course, you're not going to Well, of course, you're not going to Well, of course, you're not going to land a job. So, we fortunately we have land a job. So, we fortunately we have land a job. So, we fortunately we have solved that problem. I'm not saying an asking AI is wrong. It I'm not saying an asking AI is wrong. It is also slower and won't save you when is also slower and won't save you when is also slower and won't save you when you are stuck on a network. Yeah, you are stuck on a network. Yeah, you are stuck on a network. Yeah, exactly. Exactly. Like it's a very exactly. Exactly. Like it's a very exactly. Exactly. Like it's a very slippery slope. Of course, like here I slippery slope. Of course, like here I slippery slope. Of course, like here I am showing my AI application. am showing my AI application. am showing my AI application. I literally built an AI application and I literally built an AI application and I literally built an AI application and I'm about to say uh be careful with AI.

I'm about to say uh be careful with AI. I'm about to say uh be careful with AI. But you know, actually that would be an But you know, actually that would be an But you know, actually that would be an interesting one to ask. Like uh should I interesting one to ask. Like uh should I interesting one to ask. Like uh should I use use use AI? AI? AI? Like if you have any questions for the Like if you have any questions for the Like if you have any questions for the CubeCraft AI, let me know guys. We can CubeCraft AI, let me know guys. We can CubeCraft AI, let me know guys. We can we can run some questions through it. we can run some questions through it. we can run some questions through it. Should I use AI uh if I'm trying to land Should I use AI uh if I'm trying to land Should I use AI uh if I'm trying to land a DevOps job? a DevOps job? a DevOps job? I'm curious what it will say. And note I'm curious what it will say. And note I'm curious what it will say. And note guys, the app is still in development, guys, the app is still in development, guys, the app is still in development, right? I've released it yesterday and right? I've released it yesterday and right? I've released it yesterday and because I need to get user feedback, because I need to get user feedback, because I need to get user feedback, so it's not always going to be spoton on so it's not always going to be spoton on so it's not always going to be spoton on what I would say. Okay, look. Well, now it's it's it's Okay, look. Well, now it's it's it's answering in my voice. This is really answering in my voice. This is really answering in my voice. This is really good. Treat AI as an amplifier of skills good. Treat AI as an amplifier of skills good. Treat AI as an amplifier of skills you already have, not a substitute for you already have, not a substitute for you already have, not a substitute for building them. If you have few or no building them. If you have few or no building them. If you have few or no real skills yet, it tends to be real skills yet, it tends to be real skills yet, it tends to be counterproductive and can leave you counterproductive and can leave you counterproductive and can leave you producing slop instead of proof. And producing slop instead of proof. And producing slop instead of proof. And then 93. So let's see. This was said in then 93. So let's see. This was said in then 93. So let's see. This was said in three, which is a post using AI as a three, which is a post using AI as a three, which is a post using AI as a junior engineer by Misha Vandenberg. So junior engineer by Misha Vandenberg. So junior engineer by Misha Vandenberg. So if you're like, oh, I want to know what if you're like, oh, I want to know what if you're like, oh, I want to know what did he actually say? Then it will did he actually say? Then it will did he actually say? Then it will actually show you the post where I made actually show you the post where I made actually show you the post where I made these claims, right? So this is a post these claims, right? So this is a post these claims, right? So this is a post that I wrote in January where I give that I wrote in January where I give that I wrote in January where I give advice to my students about how you advice to my students about how you advice to my students about how you should use AI. So that's where where should use AI. So that's where where should use AI. So that's where where it's basing it from.

it's basing it from. it's basing it from. So this is so cool. I built it myself, So this is so cool. I built it myself, So this is so cool. I built it myself, so I'm a little bit in love with my own so I'm a little bit in love with my own so I'm a little bit in love with my own work here, but I just think this is work here, but I just think this is work here, but I just think this is really cool. I'm sorry for gloating over really cool. I'm sorry for gloating over really cool. I'm sorry for gloating over my own work a bit, but I just really my own work a bit, but I just really my own work a bit, but I just really like this. Uh I think it's crucial to like this. Uh I think it's crucial to like this. Uh I think it's crucial to decide when you start leaning on it. decide when you start leaning on it. decide when you start leaning on it. Personally, I think one should stay away Personally, I think one should stay away Personally, I think one should stay away from it in the first year while you are from it in the first year while you are from it in the first year while you are forming your skills. Using as a learning forming your skills. Using as a learning forming your skills. Using as a learning assistant, right? This is so good. Skill assistant, right? This is so good. Skill assistant, right? This is so good. Skill atrophy is faster than people expect. I atrophy is faster than people expect. I atrophy is faster than people expect. I have not written Python in over a year have not written Python in over a year have not written Python in over a year and would not be ready for a coding and would not be ready for a coding and would not be ready for a coding interview. This is exactly true. I said interview. This is exactly true. I said interview. This is exactly true. I said this in one of the Q&A calls. Be very this in one of the Q&A calls. Be very this in one of the Q&A calls. Be very careful. Outsourcing thinking work for careful. Outsourcing thinking work for careful. Outsourcing thinking work for learning. I almost never use it. So learning. I almost never use it. So learning. I almost never use it. So four, this was then uh uh also in four, this was then uh uh also in four, this was then uh uh also in another um post here. This is actually another um post here. This is actually another um post here. This is actually this is so spot on. This is exactly what this is so spot on. This is exactly what this is so spot on. This is exactly what I my my current opinion of it. So I I my my current opinion of it. So I I my my current opinion of it. So I really like this. really like this. really like this. So I got to this question because you So I got to this question because you So I got to this question because you were saying um slower won't save you were saying um slower won't save you were saying um slower won't save you when you're stuck on a network. Exactly.

when you're stuck on a network. Exactly. when you're stuck on a network. Exactly. So I built this AI app for people who So I built this AI app for people who So I built this AI app for people who are stuck in their DevOps career. So are stuck in their DevOps career. So are stuck in their DevOps career. So that's what this is for. But in general that's what this is for. But in general that's what this is for. But in general when doing tech work, you want to be in when doing tech work, you want to be in when doing tech work, you want to be in a place where you are able to work a place where you are able to work a place where you are able to work without AI, right? You want to be able without AI, right? You want to be able without AI, right? You want to be able to solve something without AI. And this to solve something without AI. And this to solve something without AI. And this goes back to the manpage discussion that goes back to the manpage discussion that goes back to the manpage discussion that we were having earlier that if you are we were having earlier that if you are we were having earlier that if you are on a air gap network, your company does on a air gap network, your company does on a air gap network, your company does not allow AI. There's still companies not allow AI. There's still companies not allow AI. There's still companies that won't give you access to chat GPT, that won't give you access to chat GPT, that won't give you access to chat GPT, no cloud code. You're on an air gap no cloud code. You're on an air gap no cloud code. You're on an air gap network. You can't even access the network. You can't even access the network. You can't even access the internet. and there's a Linux server internet. and there's a Linux server internet. and there's a Linux server that's failing. What do you do? Right? that's failing. What do you do? Right? that's failing. What do you do? Right? Well, you need the troubleshooting Well, you need the troubleshooting Well, you need the troubleshooting skills, but also you need to be able to skills, but also you need to be able to skills, but also you need to be able to get the information from from the get the information from from the get the information from from the command line. Fortunately, we have that command line. Fortunately, we have that command line. Fortunately, we have that information. information. information. Uh yeah, so man Uh yeah, so man Uh yeah, so man um man like man, you have the manual um man like man, you have the manual um man like man, you have the manual pages and you have everything you need pages and you have everything you need pages and you have everything you need here, right? system D and system D, here, right? system D and system D, here, right? system D and system D, system D network, system D network, system D network, network network D service. Like if I network network D service. Like if I network network D service. Like if I have a a problem with systemd and my have a a problem with systemd and my have a a problem with systemd and my network, I can literally open man network, I can literally open man network, I can literally open man systemd network service and I have systemd network service and I have systemd network service and I have everything here completely offline on everything here completely offline on everything here completely offline on any Linux command line in the world. I any Linux command line in the world. I any Linux command line in the world. I have all of this information available have all of this information available have all of this information available to me. I can search from it. I search to me. I can search from it. I search to me. I can search from it. I search for trans. I get the word transition for trans. I get the word transition for trans. I get the word transition here in it. Right?

here in it. Right? here in it. Right? So you have everything available and so So you have everything available and so So you have everything available and so instead of asking chat GPT this is where instead of asking chat GPT this is where instead of asking chat GPT this is where you want to be this is the skill that you want to be this is the skill that you want to be this is the skill that you want to have and this is what I you want to have and this is what I you want to have and this is what I teach right this is I teach from this teach right this is I teach from this teach right this is I teach from this perspective. The speed of cube prep is great. Thank The speed of cube prep is great. Thank you. What OS do you use? I'm using Fedora at What OS do you use? I'm using Fedora at the moment. Fedora Atomic Sway. the moment. Fedora Atomic Sway. the moment. Fedora Atomic Sway. I hope I can do a restart at 51. Can can I hope I can do a restart at 51. Can can I hope I can do a restart at 51. Can can be done like the Dutch Dutch industry is be done like the Dutch Dutch industry is be done like the Dutch Dutch industry is still good. You have Unix admin still good. You have Unix admin still good. You have Unix admin background. It's absolutely possible. background. It's absolutely possible. background. It's absolutely possible. And if you check out the road map that I And if you check out the road map that I And if you check out the road map that I mentioned uh fond mentioned uh fond mentioned uh fond I hope you got that link maybe I'll I hope you got that link maybe I'll I hope you got that link maybe I'll share it again with you.

Yeah, if you click this link and if you Yeah, if you click this link and if you fill it out, then you will also know fill it out, then you will also know fill it out, then you will also know what your problem is. I say M. Fonderson. I want to say your I say M. Fonderson. I want to say your name is Marcel. I don't know why, but name is Marcel. I don't know why, but name is Marcel. I don't know why, but I'm I'm guessing it's Marcel for some I'm I'm guessing it's Marcel for some I'm I'm guessing it's Marcel for some reason. [laughter] reason. [laughter] reason. [laughter] But um if you if you check out that road But um if you if you check out that road But um if you if you check out that road map, it will tell you what your problem map, it will tell you what your problem map, it will tell you what your problem is. is. is. And um but if you've solved the right And um but if you've solved the right And um but if you've solved the right problem, I definitely think uh it's problem, I definitely think uh it's problem, I definitely think uh it's definitely possible at 51, especially if definitely possible at 51, especially if definitely possible at 51, especially if you already have a Unix background. Like you already have a Unix background. Like you already have a Unix background. Like don't get don't limit yourself, man. You don't get don't limit yourself, man. You don't get don't limit yourself, man. You still have 20 years of working life still have 20 years of working life still have 20 years of working life left. If you're not proud of what you are If you're not proud of what you are making, what's the damn point of making making, what's the damn point of making making, what's the damn point of making it? Hey, right. You're right. Like I'm it? Hey, right. You're right. Like I'm it? Hey, right. You're right. Like I'm I'm actually quite proud of this. It's I'm actually quite proud of this. It's I'm actually quite proud of this. It's actually been like it's I've made many actually been like it's I've made many actually been like it's I've made many projects but usually it's just for projects but usually it's just for projects but usually it's just for myself but actually building some myself but actually building some myself but actually building some software that other people are using and software that other people are using and software that other people are using and saying oh this is useful. It has been a saying oh this is useful. It has been a saying oh this is useful. It has been a really satisfying experience actually.

really satisfying experience actually. really satisfying experience actually. It has been really cool to just this It has been really cool to just this It has been really cool to just this this does not exist anywhere you know no this does not exist anywhere you know no this does not exist anywhere you know no one has ever done this like of course one has ever done this like of course one has ever done this like of course they have built rag apps but they they have built rag apps but they they have built rag apps but they haven't built it on a corpus of DevOps haven't built it on a corpus of DevOps haven't built it on a corpus of DevOps knowledge like this is the only DevOps knowledge like this is the only DevOps knowledge like this is the only DevOps AI DevOps coaching AI that exists in the AI DevOps coaching AI that exists in the AI DevOps coaching AI that exists in the world. So that's actually pretty cool to world. So that's actually pretty cool to world. So that's actually pretty cool to make that appear right. make that appear right. make that appear right. So and I I don't again I'm not a So and I I don't again I'm not a So and I I don't again I'm not a software engineer. I I I built this software engineer. I I I built this software engineer. I I I built this iterating on on my own um on my own work iterating on on my own um on my own work iterating on on my own um on my own work constantly, but it worked really well. constantly, but it worked really well. constantly, but it worked really well. [snorts] I'm satisfied. How about Kubernetes is important to How about Kubernetes is important to learn for full stack engineering and AI learn for full stack engineering and AI learn for full stack engineering and AI engineering roles? Oh yeah, dude. It's engineering roles? Oh yeah, dude. It's engineering roles? Oh yeah, dude. It's so important. so important. so important. like oh my god it is so important to like oh my god it is so important to like oh my god it is so important to learn Kubernetes for these roles. Let's learn Kubernetes for these roles. Let's learn Kubernetes for these roles. Let's see is there um see is there um see is there um uh which is the one that we did the CNCF, right? Do you know what the the CNCF, right? Do you know what the CNCF is?

CNCF is? CNCF is? We're going to get into how um why We're going to get into how um why We're going to get into how um why Kubernetes is important here. The CNCF is basically the the The CNCF is basically the the organization that manages Kubernetes and organization that manages Kubernetes and organization that manages Kubernetes and its projects, right? It's the its projects, right? It's the its projects, right? It's the cloudnative computing foundation. cloudnative computing foundation. cloudnative computing foundation. So CNCF is basically the the it manages So CNCF is basically the the it manages So CNCF is basically the the it manages all of these projects. It's basically a all of these projects. It's basically a all of these projects. It's basically a um how do you call it like an an um how do you call it like an an um how do you call it like an an organization organization organization where projects go through a certain where projects go through a certain where projects go through a certain process of vetting that the pro the process of vetting that the pro the process of vetting that the pro the software is actually not not malicious. software is actually not not malicious. software is actually not not malicious. It's actually quite a big process to get It's actually quite a big process to get It's actually quite a big process to get through this and Kubernetes is part of through this and Kubernetes is part of through this and Kubernetes is part of this and all of the big like Flux, Argo this and all of the big like Flux, Argo this and all of the big like Flux, Argo CD, Helm, everything that has to do with CD, Helm, everything that has to do with CD, Helm, everything that has to do with Kubernetes that's used in companies is Kubernetes that's used in companies is Kubernetes that's used in companies is part of the CNCF, right? Every year they part of the CNCF, right? Every year they part of the CNCF, right? Every year they do an annual survey of their users. do an annual survey of their users. do an annual survey of their users. Okay? So, they did a survey Okay? So, they did a survey Okay? So, they did a survey uh last year, so at the end of last uh last year, so at the end of last uh last year, so at the end of last year, and this came out early of this year, and this came out early of this year, and this came out early of this year. Now, look what they say. Okay?

year. Now, look what they say. Okay? year. Now, look what they say. Okay? the CNCF annual cloud native survey, the the CNCF annual cloud native survey, the the CNCF annual cloud native survey, the the infrastructure of AI's future. Okay. the infrastructure of AI's future. Okay. the infrastructure of AI's future. Okay. 60 66% of organizations use Kubernetes 60 66% of organizations use Kubernetes 60 66% of organizations use Kubernetes to host generative AI workloads. 66%. 66%. Okay. In other words, 66% of AI jobs Okay. In other words, 66% of AI jobs Okay. In other words, 66% of AI jobs that involve infrastructure or hosting that involve infrastructure or hosting that involve infrastructure or hosting require you to know Kubernetes. require you to know Kubernetes. require you to know Kubernetes. Okay. Okay. Okay. 82% of container users deploy Kubernetes 82% of container users deploy Kubernetes 82% of container users deploy Kubernetes in production, up 66% from 2023. And in in production, up 66% from 2023. And in in production, up 66% from 2023. And in the report, they're saying the rise of the report, they're saying the rise of the report, they're saying the rise of Kubernetes as the de facto AI platform Kubernetes as the de facto AI platform Kubernetes as the de facto AI platform represents a fundamental shift in how represents a fundamental shift in how represents a fundamental shift in how organizations approach machine learning organizations approach machine learning organizations approach machine learning operations. Okay, again lodge this into operations. Okay, again lodge this into operations. Okay, again lodge this into your mind. The rise of Kubernetes as the your mind. The rise of Kubernetes as the your mind. The rise of Kubernetes as the de facto AI platform de facto AI platform de facto AI platform is a fundamental shift in how is a fundamental shift in how is a fundamental shift in how organizations approach machine learning organizations approach machine learning organizations approach machine learning operations. In other words, any operations. In other words, any operations. In other words, any self-respecting company, including self-respecting company, including self-respecting company, including OpenAI, Anthropic, OpenAI, Anthropic, OpenAI, Anthropic, XAI, XAI, XAI, who respectively host ChatGpt, Claude, who respectively host ChatGpt, Claude, who respectively host ChatGpt, Claude, and Grock, they use Kubernetes public and Grock, they use Kubernetes public and Grock, they use Kubernetes public available information.

available information. available information. If you go to chatgpt.com, If you go to chatgpt.com, If you go to chatgpt.com, you're talking to something is running you're talking to something is running you're talking to something is running on a Kubernetes cluster and it's trained on a Kubernetes cluster and it's trained on a Kubernetes cluster and it's trained on a Kubernetes cluster. on a Kubernetes cluster. on a Kubernetes cluster. Then there's sovereign AI. Okay, Then there's sovereign AI. Okay, Then there's sovereign AI. Okay, sovereign AI. So running local AI which sovereign AI. So running local AI which sovereign AI. So running local AI which is what I'm also going to be doing with is what I'm also going to be doing with is what I'm also going to be doing with my application my application my application like the there was an entire day on like the there was an entire day on like the there was an entire day on CubeCon and dedicated to sovereign AI. CubeCon and dedicated to sovereign AI. CubeCon and dedicated to sovereign AI. Let me repeat that. I was at CubeCon, Let me repeat that. I was at CubeCon, Let me repeat that. I was at CubeCon, which is a multi-day Kubernetes event, which is a multi-day Kubernetes event, which is a multi-day Kubernetes event, the biggest in the world, and they the biggest in the world, and they the biggest in the world, and they devoted an entire day devoted an entire day devoted an entire day to sovereign AI. German military, the European Space German military, the European Space Association, Association, Association, those huge huge organizations are going those huge huge organizations are going those huge huge organizations are going to be serving AI and hosting it on to be serving AI and hosting it on to be serving AI and hosting it on Kubernetes. Just recently I was talking Kubernetes. Just recently I was talking Kubernetes. Just recently I was talking to a cubecraft member who lives in to a cubecraft member who lives in to a cubecraft member who lives in Pakistan but he is going to he received Pakistan but he is going to he received Pakistan but he is going to he received an offer to relocate to Germany because an offer to relocate to Germany because an offer to relocate to Germany because he has Kubernetes skills. He's already he has Kubernetes skills. He's already he has Kubernetes skills. He's already working for a company and they offered working for a company and they offered working for a company and they offered him this and that would be with the him this and that would be with the him this and that would be with the German defense. So please please please German defense. So please please please German defense. So please please please if you take anything away from me if you take anything away from me if you take anything away from me listening to me today learn Kubernetes.

listening to me today learn Kubernetes. listening to me today learn Kubernetes. Okay AI infrastructure engineer at Zoom. Okay AI infrastructure engineer at Zoom. Okay AI infrastructure engineer at Zoom. What do they ask for? Have experience What do they ask for? Have experience What do they ask for? Have experience with containers, Docker, Kubernetes. with containers, Docker, Kubernetes. with containers, Docker, Kubernetes. Anthropic, ML infrastructure engineer. Anthropic, ML infrastructure engineer. Anthropic, ML infrastructure engineer. Annual salary 400K. What are they asking Annual salary 400K. What are they asking Annual salary 400K. What are they asking for? Python. Hands-on experience with for? Python. Hands-on experience with for? Python. Hands-on experience with cloud platforms and container cloud platforms and container cloud platforms and container orchestration. Kubernetes. Not Docker orchestration. Kubernetes. Not Docker orchestration. Kubernetes. Not Docker Swarm. Swarm. Swarm. Kubernetes. Okay. Kubernetes. Okay. Kubernetes. Okay. And the coolest one is this one. um And the coolest one is this one. um And the coolest one is this one. um Tesla Tesla Tesla Tesla AI Optimus if you want to work Tesla AI Optimus if you want to work Tesla AI Optimus if you want to work with robots with robots with robots what are they asking for docker and what are they asking for docker and what are they asking for docker and kubernetes okay so it's it's like I'm kubernetes okay so it's it's like I'm kubernetes okay so it's it's like I'm not it is so clear that if you want to not it is so clear that if you want to not it is so clear that if you want to learn get a job in modern infrastructure learn get a job in modern infrastructure learn get a job in modern infrastructure especially AI infrastructure especially AI infrastructure especially AI infrastructure kubernetes is the way so this is why kubernetes is the way so this is why kubernetes is the way so this is why years a I I I I saw this years ago Five years a I I I I saw this years ago Five years a I I I I saw this years ago Five years ago it was like okay this years ago it was like okay this years ago it was like okay this Kubernetes is the thing and then when I Kubernetes is the thing and then when I Kubernetes is the thing and then when I set out to start teaching DevOps set out to start teaching DevOps set out to start teaching DevOps engineers I took a big leap. I said I engineers I took a big leap. I said I engineers I took a big leap. I said I called it cube craft. Okay. So I teach called it cube craft. Okay. So I teach called it cube craft. Okay. So I teach people the craft of the Kubernetes people the craft of the Kubernetes people the craft of the Kubernetes engineer. CubeCraft and that is a big engineer. CubeCraft and that is a big engineer. CubeCraft and that is a big thing to do to dedicate the name of your thing to do to dedicate the name of your thing to do to dedicate the name of your product to Kubernetes. But that's how product to Kubernetes. But that's how product to Kubernetes. But that's how how solid it is. I I was willing to bet how solid it is. I I was willing to bet how solid it is. I I was willing to bet my entire business on it which has been my entire business on it which has been my entire business on it which has been a very successful bet by the way

a very successful bet by the way a very successful bet by the way because we have been landing jobs left because we have been landing jobs left because we have been landing jobs left right and center people are getting right and center people are getting right and center people are getting searchs searchs searchs land the job land the job land the job got the job for cloud infrastructure got the job for cloud infrastructure got the job for cloud infrastructure specialist senior got the job MTS role specialist senior got the job MTS role specialist senior got the job MTS role powered up and hired you know we got got powered up and hired you know we got got powered up and hired you know we got got my first DevOps job we tech interviews my first DevOps job we tech interviews my first DevOps job we tech interviews win for six figure DevOps software like win for six figure DevOps software like win for six figure DevOps software like we're landing jobs left, right, and we're landing jobs left, right, and we're landing jobs left, right, and center because they are learning center because they are learning center because they are learning Kubernetes and they're following this Kubernetes and they're following this Kubernetes and they're following this stuff. So yes, learn Kubernetes for God's sake, So yes, learn Kubernetes for God's sake, do it. I don't care if you go come to me do it. I don't care if you go come to me do it. I don't care if you go come to me to learn it. If you want to learn it the to learn it. If you want to learn it the to learn it. If you want to learn it the most efficient way and if you want to most efficient way and if you want to most efficient way and if you want to land jobs, then consider CubeCraft. But um if you if you don't want to learn But um if you if you don't want to learn from me, that's totally fine. I have enough work to do.

I have enough work to do. But if you take anything away from this, But if you take anything away from this, But if you take anything away from this, it is learn Kubernetes. Okay, so that it is learn Kubernetes. Okay, so that it is learn Kubernetes. Okay, so that was a long-winded action answer, but was a long-winded action answer, but was a long-winded action answer, but that's also why you know it's pretty that's also why you know it's pretty that's also why you know it's pretty ridiculous to run an application like ridiculous to run an application like ridiculous to run an application like this for that is basically a few this for that is basically a few this for that is basically a few containers on a three node Kubernetes containers on a three node Kubernetes containers on a three node Kubernetes cluster. But I'm doing that first of all cluster. But I'm doing that first of all cluster. But I'm doing that first of all because I have the skills. I do it. But because I have the skills. I do it. But because I have the skills. I do it. But also I I'm constantly learning, right? also I I'm constantly learning, right? also I I'm constantly learning, right? I'm learning how to run local AI in I'm learning how to run local AI in I'm learning how to run local AI in Kubernetes. So I can build those skills. Kubernetes. So I can build those skills. Kubernetes. So I can build those skills. I'm doing that because this is the way. I'm doing that because this is the way. I'm doing that because this is the way. This is the future and I want to keep This is the future and I want to keep This is the future and I want to keep myself current and it's just a breeze to myself current and it's just a breeze to myself current and it's just a breeze to manage. Like I can just go here and manage. Like I can just go here and manage. Like I can just go here and upgrade it so easily if I So Cubster not here. I love your So Cubster not here. I love your channel. Hey, thanks man. Good congrats channel. Hey, thanks man. Good congrats channel. Hey, thanks man. Good congrats on the on the cubes really valuable. I've taken the 8 hour really valuable. I've taken the 8 hour Linux free course. Each part of the Linux free course. Each part of the Linux free course. Each part of the course is doing not saying something.

course is doing not saying something. course is doing not saying something. Truly inspirational to do more. Hey, Truly inspirational to do more. Hey, Truly inspirational to do more. Hey, appreciate it, man. We'll do the form and learn from you. We'll do the form and learn from you. Love the bearded approach, mate. Yeah, Love the bearded approach, mate. Yeah, Love the bearded approach, mate. Yeah, [laughter] [laughter] [laughter] I'm I'm I'm having the bearded approach. I'm I'm a having the bearded approach. I'm I'm a having the bearded approach. I'm I'm a somewhat angry um somewhat angry DevOps somewhat angry um somewhat angry DevOps somewhat angry um somewhat angry DevOps engineer uh screaming that people should engineer uh screaming that people should engineer uh screaming that people should use man pages and not AI. A little bit use man pages and not AI. A little bit use man pages and not AI. A little bit old school but that's the way I was old school but that's the way I was old school but that's the way I was mentored right like I didn't learn all mentored right like I didn't learn all mentored right like I didn't learn all of this from scratch. I I had really of this from scratch. I I had really of this from scratch. I I had really good mentors and that is also how I good mentors and that is also how I good mentors and that is also how I progressed in my own career so quickly. progressed in my own career so quickly. progressed in my own career so quickly. So I I take the I I [clears throat] took So I I take the I I [clears throat] took So I I take the I I [clears throat] took what I learned from my mentors and what what I learned from my mentors and what what I learned from my mentors and what I'm continuously learning from my I'm continuously learning from my I'm continuously learning from my mentors and I bring that forward. Running your project on a home lab is Running your project on a home lab is absolutely practicing what you preach. absolutely practicing what you preach. absolutely practicing what you preach. Yeah, exactly. But hey, this is not a Yeah, exactly. But hey, this is not a Yeah, exactly. But hey, this is not a home lab though. Like this is a now it's home lab though. Like this is a now it's home lab though. Like this is a now it's like a full-on um infrastructure. Um like a full-on um infrastructure. Um like a full-on um infrastructure. Um this this is cloud infrastructure. It's this this is cloud infrastructure. It's this this is cloud infrastructure. It's not running on my own infrastructure.

not running on my own infrastructure. not running on my own infrastructure. It's it's cloud. It's managed It's it's cloud. It's managed It's it's cloud. It's managed Kubernetes, but I'm managing it myself Kubernetes, but I'm managing it myself Kubernetes, but I'm managing it myself though. And it has active users. Like we though. And it has active users. Like we though. And it has active users. Like we have over 850 members, have over 850 members, have over 850 members, so not everyone is logging in yet, of so not everyone is logging in yet, of so not everyone is logging in yet, of course, but it's 800 users. All right, guys. So, I've been going at All right, guys. So, I've been going at this for uh almost one and a half hours. this for uh almost one and a half hours. this for uh almost one and a half hours. Um, I'm going to round it off pretty Um, I'm going to round it off pretty Um, I'm going to round it off pretty soon, but um, do you have any other soon, but um, do you have any other soon, but um, do you have any other questions in the meantime, guys, before questions in the meantime, guys, before questions in the meantime, guys, before I uh, round it off. I uh, round it off. I uh, round it off. If you have any questions about your If you have any questions about your If you have any questions about your career, Kubernetes, I'm here to chat career, Kubernetes, I'm here to chat career, Kubernetes, I'm here to chat about it.

Kubernetes is the best. Great stuff. Kubernetes is the best. Great stuff. Yes, absolutely. What's the what is a good place to go What's the what is a good place to go from after I get an internship? Well, if from after I get an internship? Well, if from after I get an internship? Well, if you have an internship, then usually you have an internship, then usually you have an internship, then usually there is like a way of joining that there is like a way of joining that there is like a way of joining that company. If you're already an intern company. If you're already an intern company. If you're already an intern somewhere, then try as hard as you can somewhere, then try as hard as you can somewhere, then try as hard as you can to get an intern, get a role at that to get an intern, get a role at that to get an intern, get a role at that company itself. company itself. company itself. Um that is the usual route I would say. Um that is the usual route I would say. Um that is the usual route I would say. After that, I would um After that, I would um After that, I would um um um um if that's not going to happen, then if that's not going to happen, then if that's not going to happen, then during your internship, you should during your internship, you should during your internship, you should already start looking for new places. But a good place to go is maybe maybe a But a good place to go is maybe maybe a trainee ship or maybe an entry- levelvel trainee ship or maybe an entry- levelvel trainee ship or maybe an entry- levelvel job in terms of like CIS administration job in terms of like CIS administration job in terms of like CIS administration something like that. Depends on where something like that. Depends on where something like that. Depends on where you are. Like in in the in the EU, you are. Like in in the in the EU, you are. Like in in the in the EU, junior DevOps is definitely a thing.

Just started my cloud native journey to Just started my cloud native journey to become a DevOps engineer, but I find become a DevOps engineer, but I find become a DevOps engineer, but I find myself using too much AI. Yeah, exactly, myself using too much AI. Yeah, exactly, myself using too much AI. Yeah, exactly, man. Mustafa, you should definitely do man. Mustafa, you should definitely do man. Mustafa, you should definitely do the road map. Check out the road map. the road map. Check out the road map. the road map. Check out the road map. It's completely free. I shared the link It's completely free. I shared the link It's completely free. I shared the link in the chat just now. But if you if you in the chat just now. But if you if you in the chat just now. But if you if you do the road map, then it's going to tell do the road map, then it's going to tell do the road map, then it's going to tell you exactly what your problem is and you exactly what your problem is and you exactly what your problem is and what you need to do. Which country is good for to look for Which country is good for to look for DevOps and cloud opportunities? DevOps and cloud opportunities? DevOps and cloud opportunities? Um I mean it depends on where you are. Like I mean it depends on where you are. Like the US is a good country obviously. the US is a good country obviously. the US is a good country obviously. Netherlands is good. We have lots of Netherlands is good. We have lots of Netherlands is good. We have lots of jobs here. I was running a Minecraft game server or I was running a Minecraft game server or host dedicated machines for years. Do host dedicated machines for years. Do host dedicated machines for years. Do you think this experience will give me you think this experience will give me you think this experience will give me some advantage in DevOps cloud? Yes, for some advantage in DevOps cloud? Yes, for some advantage in DevOps cloud? Yes, for sure. That's exactly the stuff that you sure. That's exactly the stuff that you sure. That's exactly the stuff that you want to do want to do want to do like learn to do that on Kubernetes, like learn to do that on Kubernetes, like learn to do that on Kubernetes, have a few proper users and then you have a few proper users and then you have a few proper users and then you have a proper project.

Yeah. So using too much AI for tips. Yeah. So using too much AI for tips. Well, f first of all, uh I highly Well, f first of all, uh I highly Well, f first of all, uh I highly recommend you do the road map so you recommend you do the road map so you recommend you do the road map so you know exactly where you are stuck. And know exactly where you are stuck. And know exactly where you are stuck. And then the second thing is uh to get a then the second thing is uh to get a then the second thing is uh to get a good teacher like instead of AI, you good teacher like instead of AI, you good teacher like instead of AI, you need to ask questions to a teacher and a need to ask questions to a teacher and a need to ask questions to a teacher and a mentor. mentor. mentor. Get someone to mentor you. Get someone Get someone to mentor you. Get someone Get someone to mentor you. Get someone to help you because just doing tutorials to help you because just doing tutorials to help you because just doing tutorials and doing everything alone and doing everything alone and doing everything alone like that is you rarely is it enough to like that is you rarely is it enough to like that is you rarely is it enough to actually land the job. So Cubecraft actually land the job. So Cubecraft actually land the job. So Cubecraft members they come here because they want members they come here because they want members they come here because they want the mentorship, right? Like they can the mentorship, right? Like they can the mentorship, right? Like they can come here, they can ask questions. I'm come here, they can ask questions. I'm come here, they can ask questions. I'm hosting calls many times a week. So they hosting calls many times a week. So they hosting calls many times a week. So they come, we talk about their problems. come, we talk about their problems. come, we talk about their problems. Where are you stuck? Well, maybe you Where are you stuck? Well, maybe you Where are you stuck? Well, maybe you should try this rather rather than doing should try this rather rather than doing should try this rather rather than doing that. So, we we give um tailored that. So, we we give um tailored that. So, we we give um tailored mentoring to your situation every single mentoring to your situation every single mentoring to your situation every single week and every day you are able to ask week and every day you are able to ask week and every day you are able to ask questions over here. And now there's questions over here. And now there's questions over here. And now there's also the CubeCraft AI that is built on also the CubeCraft AI that is built on also the CubeCraft AI that is built on hundreds of hours of coaching and all of hundreds of hours of coaching and all of hundreds of hours of coaching and all of the posts and everything that you can the posts and everything that you can the posts and everything that you can ask questions 247.

ask questions 247. ask questions 247. So it will give you answers from my So it will give you answers from my So it will give you answers from my voice based on my own own stuff. So if you're interested in that So if you're interested in that then um click click if you go if you're interested in if you go if you're interested in if you go if you're interested in getting access to the AI if you want to getting access to the AI if you want to getting access to the AI if you want to learn from me then you can click the learn from me then you can click the learn from me then you can click the link in the chat qcraftlive link in the chat qcraftlive link in the chat qcraftlive no pressure but um you can have a chat no pressure but um you can have a chat no pressure but um you can have a chat with my team they have some they have with my team they have some they have with my team they have some they have some spots right some spots right some spots right They actually have some spots available They actually have some spots available They actually have some spots available for you right now. They're ready to for you right now. They're ready to for you right now. They're ready to chat. So, if you want to get mentored chat. So, if you want to get mentored chat. So, if you want to get mentored and actually land a job, then um have a and actually land a job, then um have a and actually land a job, then um have a chat with my team. It's completely for chat with my team. It's completely for chat with my team. It's completely for free to have the chat.

can you give suggestions on implementing can you give suggestions on implementing documentation instead of YouTube videos? documentation instead of YouTube videos? documentation instead of YouTube videos? How to deal with documentation only How to deal with documentation only How to deal with documentation only learning? learning? learning? Um, when you say documentation, do you Um, when you say documentation, do you Um, when you say documentation, do you mean studying? because yeah mean studying? because yeah mean studying? because yeah what like I have some note takingaking what like I have some note takingaking what like I have some note takingaking videos and this is also part of of cube videos and this is also part of of cube videos and this is also part of of cube graph where I will um teach you how to graph where I will um teach you how to graph where I will um teach you how to learn how to take notes and all of that learn how to take notes and all of that learn how to take notes and all of that is also part of it but there's some is also part of it but there's some is also part of it but there's some YouTube videos about that on my channel YouTube videos about that on my channel YouTube videos about that on my channel as well how I take notes etc but I'm not as well how I take notes etc but I'm not as well how I take notes etc but I'm not sure if you mean documentation or or sure if you mean documentation or or sure if you mean documentation or or notes for yourself can you land a Netherlands job working can you land a Netherlands job working from the UK or another EU country. It's from the UK or another EU country. It's from the UK or another EU country. It's possible. It's possible. Yes, there's possible. It's possible. Yes, there's possible. It's possible. Yes, there's the like ASML, for example, is a very the like ASML, for example, is a very the like ASML, for example, is a very international company. I had a lady international company. I had a lady international company. I had a lady working she was actually living in the working she was actually living in the working she was actually living in the Netherlands, but she was from India, Netherlands, but she was from India, Netherlands, but she was from India, didn't speak Dutch, and she would go didn't speak Dutch, and she would go didn't speak Dutch, and she would go back to India for many months a year.

back to India for many months a year. back to India for many months a year. So, it's it's hard, but it's possible. I really like the RHSA search course I really like the RHSA search course material, building a home lab, doing the material, building a home lab, doing the material, building a home lab, doing the exercises over and over till you dream exercises over and over till you dream exercises over and over till you dream it. Do you take the same approach? Yes. it. Do you take the same approach? Yes. it. Do you take the same approach? Yes. Well, not necessarily even doing the Well, not necessarily even doing the Well, not necessarily even doing the same exercises over and over. It's more same exercises over and over. It's more same exercises over and over. It's more about like building constantly building about like building constantly building about like building constantly building stuff in your home lab. Uh so the whole stuff in your home lab. Uh so the whole stuff in your home lab. Uh so the whole the whole everything is built around the whole everything is built around the whole everything is built around Kubernetes home labs and and building Kubernetes home labs and and building Kubernetes home labs and and building projects. So yes projects. So yes projects. So yes and it's all about like getting good on and it's all about like getting good on and it's all about like getting good on the command line, right? Learning Vim, the command line, right? Learning Vim, the command line, right? Learning Vim, how to use Vim correctly, getting fast how to use Vim correctly, getting fast how to use Vim correctly, getting fast with Vim. Please show us the quick video for the Please show us the quick video for the doconfig files in CubeCraft.

Well, I mean it's an eight hour course, Well, I mean it's an eight hour course, right? If you want to learn how to right? If you want to learn how to right? If you want to learn how to manage dot files correctly, this is manage dot files correctly, this is manage dot files correctly, this is DevOps OS. DevOps OS. DevOps OS. Um here you would teach you how to use Um here you would teach you how to use Um here you would teach you how to use um um um let's see dev containers let's see dev containers let's see dev containers dot files shamwa these everything so the dot files shamwa these everything so the dot files shamwa these everything so the whole setup the the professional setup whole setup the the professional setup whole setup the the professional setup that I'm using like I'm not using that I'm using like I'm not using that I'm using like I'm not using cubectl here cubectl here cubectl here everything is done in dev containers so everything is done in dev containers so everything is done in dev containers so if I want to connect to my cluster I if I want to connect to my cluster I if I want to connect to my cluster I first connect to a a dev container first connect to a a dev container first connect to a a dev container and then I open k9s from the container. and then I open k9s from the container. and then I open k9s from the container. I never install anything locally if I I never install anything locally if I I never install anything locally if I can help it. can help it. can help it. But that's not easy. That's not just one But that's not easy. That's not just one But that's not easy. That's not just one video, right? What's the company you've just What's the company you've just mentioned, Misha? I don't think I can um I can uh disclose I don't think I can um I can uh disclose that.

for NDA reasons. for NDA reasons. Vim Emac Nano. Yeah, Vim is Vim is king. What is your opinion on Talos? Well, What is your opinion on Talos? Well, that's the that's the actually the one that's the that's the actually the one that's the that's the actually the one that I'm using. So, the the application that I'm using. So, the the application that I'm using. So, the the application itself, so CubeCraft AI, this is running itself, so CubeCraft AI, this is running itself, so CubeCraft AI, this is running as I was uh explaining on Hner VMs. as I was uh explaining on Hner VMs. as I was uh explaining on Hner VMs. running Talos Linux. running Talos Linux. running Talos Linux. So I'm I'm I've been running Talos for So I'm I'm I've been running Talos for So I'm I'm I've been running Talos for over three years now and I think it's over three years now and I think it's over three years now and I think it's great. I'm I am looking into al European great. I'm I am looking into al European great. I'm I am looking into al European alternatives. Not necessarily because I alternatives. Not necessarily because I alternatives. Not necessarily because I don't like Talos or or or American don't like Talos or or or American don't like Talos or or or American stuff, but for my own career future, stuff, but for my own career future, stuff, but for my own career future, then European technology seems to be a then European technology seems to be a then European technology seems to be a very big nice niche to be in. So I'm I'm very big nice niche to be in. So I'm I'm very big nice niche to be in. So I'm I'm looking into Rancher maybe or something looking into Rancher maybe or something looking into Rancher maybe or something like that. But Talos is solid. But it's like that. But Talos is solid. But it's like that. But Talos is solid. But it's a whole different rabbit hole though. a whole different rabbit hole though. a whole different rabbit hole though. Like if you don't know Kubernetes Like if you don't know Kubernetes Like if you don't know Kubernetes properly yet, then don't do Talos yet.

properly yet, then don't do Talos yet. properly yet, then don't do Talos yet. Don't do it. Talos is not for beginners. Indeed. Talos is not for beginners. Indeed. Yeah, Yeah, Yeah, it's not for beginners, but it's it's it's not for beginners, but it's it's it's not for beginners, but it's it's really good. >> All right, guys. Well, thank you so much >> All right, guys. Well, thank you so much for tuning in today.

for tuning in today. for tuning in today. We've done a lot of questions and I my We've done a lot of questions and I my We've done a lot of questions and I my voice is actually getting a bit raspy voice is actually getting a bit raspy voice is actually getting a bit raspy now. now. now. So, um yeah, maybe I'll get go live a So, um yeah, maybe I'll get go live a So, um yeah, maybe I'll get go live a little bit later this week too. Um little bit later this week too. Um little bit later this week too. Um seems you guys were enjoying this. I seems you guys were enjoying this. I seems you guys were enjoying this. I really enjoyed the questions about really enjoyed the questions about really enjoyed the questions about CubeCraft AI. Next time maybe I can dive CubeCraft AI. Next time maybe I can dive CubeCraft AI. Next time maybe I can dive a bit more in the code, the cost aspects a bit more in the code, the cost aspects a bit more in the code, the cost aspects of everything. of everything. of everything. So, thank you so much for tuning in So, thank you so much for tuning in So, thank you so much for tuning in everybody. I hope you're all u happy, everybody. I hope you're all u happy, everybody. I hope you're all u happy, healthy, and well. healthy, and well. healthy, and well. Please Please Please check out the the road map. It's a completely free the road map. It's a completely free resource I just created for you guys. resource I just created for you guys. resource I just created for you guys. It's a DevOps road map if you want to It's a DevOps road map if you want to It's a DevOps road map if you want to land a DevOps job. land a DevOps job. land a DevOps job. Fill it out and you get your Fill it out and you get your Fill it out and you get your personalized road map. It can help you personalized road map. It can help you personalized road map. It can help you identify the right space if you ever identify the right space if you ever identify the right space if you ever stuck in your career. then like this is stuck in your career. then like this is stuck in your career. then like this is not like any road map like we've been not like any road map like we've been not like any road map like we've been working on this for months now. It's working on this for months now. It's working on this for months now. It's actually so good. I'm so proud of it. So actually so good. I'm so proud of it. So actually so good. I'm so proud of it. So um give it a shot. See where you at.

um give it a shot. See where you at. um give it a shot. See where you at. You'll be surprised about the the You'll be surprised about the the You'll be surprised about the the outcome. outcome. outcome. It's completely free. So no pitch It's completely free. So no pitch It's completely free. So no pitch nothing just uh just value. Hope it will nothing just uh just value. Hope it will nothing just uh just value. Hope it will hope it will help you. Okay guys, thank hope it will help you. Okay guys, thank hope it will help you. Okay guys, thank you so much for joining in. Uh yes the you so much for joining in. Uh yes the you so much for joining in. Uh yes the it is going to be live on the channel. it is going to be live on the channel. it is going to be live on the channel. So you can go to my channel and then So you can go to my channel and then So you can go to my channel and then live and then you will see the the live live and then you will see the the live live and then you will see the the live stream there so you can watch it again. stream there so you can watch it again. stream there so you can watch it again. Thank you so much everybody. Have a good Thank you so much everybody. Have a good Thank you so much everybody. Have a good one and I will see you in the next one.