AI is Outpacing Humanity - This is How We Compete (LEVER UP)

and I'm Parker Rex I Led Tech for a startup that sold for 23 million bucks after that I tried my hand a bunch of different SAS ideas and on this channel we cover a couple different things we go through AI news through the lens of someone who's making money with it I only really talk about stuff if it's going to be helpful for you because I'm just like overwhelmed by the amount of awesome stuff that's coming out right now like the last 24 hours is just insane and then we go through some strategy of stuff that I'm doing and then we go through some build things we also do Quest engineer answers questions and answers yeah so let's rip it first of all I did this prompt thing today that I'm pretty happy with also you notice the vtv right there Vibe TV so let's open up this wow you made the dinosaur game yeah I did well I was using it as a test to figure out if I could make something really quickly with Gemini and yeah I did so that was cool got this speaker where if I clicked it it would start playing a song which is nice and it is to test a framework that I have because I think as the models change every single day you're going to need a framework because the Tech's going to change what won't change is the process and so let's drag us over here okay I have to pause my music or I'm gonna be like obnoxiously hyped the whole time there we go so first of all gbt 40 is not just having a moment it is like the moment like it's kind of insane how good it is and it is freaking a lot of people out for good reason because there's certain things where it's just like maybe too good like it's like really good I just keep coming across these thumbnail designers which is if you think of it it's very Niche thing it's like let's make these things that are like overproduced sometimes here we go thumbnail designers over here but this is insane how it just does that and then I posted about this right here yeah look at that it it literally the one that is on the right is better than his yeah it's good I'm telling you this is a crazy opportunity I've already seen three different iOS drops of people like pushing these like cartoonify me with the studio gibl thing and it's working but I used it for all the branding like this thing right here right there you think I made that no I didn't make that you think I made this no I actually just stole that but I edited it's got a cool little cocktail but something like this I take a photo on a jog which by the way this is like a pretty cool thing I'm in uh this is on Palm Beach Florida it looks like the link thing if you're familiar link Zelda if you're not like need to play more games have more fun fun maybe you didn't have a childhood sorry but it took this thing and it just makes it like epic and to the point that my friend texted me about this like the normies don't know like we are in this little club and it's crazy I post this in like a minute later yo whoa what did you do and this is abnormal like this guy's kind of techy he's a crypto guy so like by proxy he's techy I guess but another one this this is a a company like this silly little thing this is a widget that you'd sell to every mom on all of Pinterest like there you are everyone on Pinterest is gonna want to buy that thing every girl on the planet that's running some recipe blog that's not getting deleted by a nerd like you or me who's like automating thing they'd want that it's let me see if I can't pull the prompt for you guys where was it where are you oh yeah here you go this is what I was just talking about this guy already dropped his thing he's in the store where the heck was this thing well I saved it oh that's right I'm putting it in my school because I'm cool like that but you guys can have too that that's part of the thing is like no one's good at prompt sharing I was like I'm I need to find a way to make this better because it's such a mess but yeah if you just did this create a step-by-step infographic of a creamy whatever like you just pass this and then you just dump it into Jason and you're like yo we're making pasta tonight and then it lays it out it's it's kind of nuts like I know you guys are like dude shut up about this thing but I don't care so this another one it takes that and it makes it into like a plush toy and I feel like an idiot I didn't put this idiot let's go back maybe it's in my likes this is huge risk moment look at that like what I swear I'll get to something else soon but until I find this one thing yeah never mind this is kind of funny okay so it's having a moment it's absolutely bonkers now let's just talk about Gemini Gemini is bananas absolutely bananas and it's free you have access to PhD level super nerds at scale of like 20 times a minute they increased it if you put your credit card in for free that's crazy go use the thing learn to talk to the computer that's literally the name of the whole school I just I'm like branding right now it's like learn to talk to your computer and yeah so there's obviously Gemini like the web app but don't use that and then you have ai studio and I can't really understand like why they have this AI Studio product it confuses me it's kind of like Azure when I was building some aure they have like it's like a team came in and they they're like we're going to reinvent the wheel and you guys suck so we're gonna make it over here and then the people that they said sucked then caught up and made it better than the new one and in this cas AI Studio has a lot of stuff in it not that much stuff so you can make your stuff in here and these are my favorite prompts I clean all the ones out 11 hours ago desk for a while just a good time to be at the desk you know but if you go to vertex so Google Cloud this is my home server everybody needs a home server by the way like we're in a new era fellas and you are fellas because this Channel's brand knew and I see the stats there's no women that watch this that's fine they'll find this but agents are it it's just the truth figure out how to make them figure out how to roll your own server go watch this guy cold Med's video I rolled my server took an hour to figure out that's a lie took three I'm silly stupid when it comes to some of the docker stuff but within your project you can set up there's a couple things things in here and I'm familiar with it because I've had clients that ran on GCR which is Google Cloud run but this is a fresh account just for the Home Server and you have a model Garden they call a garden that's nice right it's like you know Watering your plant or whatever but in here you got all these things but no one cares about any of them except for Gemini 2.5 Pro experimental now I binged all the videos so you don't have to there's the guy Logan follow him make a list better yet I have a list of Twitter people that are just that team right so that when something new comes out you figure it out and you're like is this thing going to make me money or not or if you're working a job is this going to make me better at my job so that I could go make money outside of it or get a raise there but yeah so in here I had used it before because they had an offer it was like 300 bucks in free credits and just like six prompts with 3.7 not really but you could get a bunch of credits for anthropic now you can do it in here and so what I do is you now just go to free form and free form is where you're creating the prompt and I made a video about this on my main channel that I'm like bringing back from the dead because it was all like want not wantrepreneurs but it was like Wann toe product managers because I made product management content like four years ago on there before I came to death and I made the Channel with this video where I built that thing at the beginning like the dinosaur one shot and I talk about this framework so if you want to see me actually build that thing go watch that video but stay here because this is more important so what you do is you'd write your like V1 prompt in here and you'd never use AI Studio or Gemini web app again use this maybe you use the web app if you want to do deep research but come in here flip it over to 2.5 Pro experimental crank everything to the right crank the temperature down to like3 I'm not a scientist that's just what I like and then hit help me right even if you don't need help you need help okay this thing is literally trained by like a trillion dollar company to make it really good so whenever you can do the same thing in the open AI playground do the same thing in the anthropic playground they're all a little bit different there's a whole team of nerds that are smarter than you that their whole job is that like there's a product manager that's like we got to really get this new release out like there's people freaking out about this thing being good use it and so you'll take your first version of it you'll stick it in there it's going to spit something out it's going to break it into system instructions and prompt and then you get prompt variables prompt variables are the jam so yeah I want to Contin I'm going to go back to the prompt manager I'm going to show you the ones that I've kept in here these are the good ones so what I have is this prop that basically will take in a couple different inputs so you're a reverse engineering you're an expert in reverse engineering Technologies specializing someone commented I was supposed to increase this and then someone else I forgot I didn't do Q&A but it was just like comments so they're not really questions but someone said I should increase this in the comments and someone else said they happy they found me at 235 Subs before I go viral which is like the nicest thing I ever made my day so if you want to make my day comment something because it's like my fiance is like running in with the phone she's like oh my God it's really awesome but yeah so this is a breakdown of like I want a prompt that can take something that I want to build that already exists so I can get the foundation for it into my product whether it's a new feature in an existing product or a net new thing which that's a Boolean in here it gives me the foundation to work from so I like to rebuild things so I can know how they work and I've this is how I've done what I've figured out so far in my engineering career is by reverse engineering things and so this just speeds that up and so if you're looking for a way to build faster and learn faster this is it you enter your stack what I do for this is I just go to my cursor rules or my client rules but this is the stack that I use for web stuff I have another one for iOS and then the task is to create a comprehensive reverse engineering guide for building a specified product and this is where the magic happens so so if I pop open this The Prompt variables this is it because I have all the things that I will give through a form meaning this is going to be a product like prompts are products that's just a crazy thing like I can make this into a product and start charging people for it I'm G to use it a bunch before I do that but you're seeing real time like this thing right here will soon be a product and I'm going to be building it in public in my little community and then showing how I Market it and showing how I do all the stuff and then also making these videos about it where it's like you know the most interesting Parts but I'm basically like live streaming my life of doing all this and then posting it on the internet because it's fun and I've also made friendch to this it's like wild people but in here you have product explanation so I explain the thing that may exist in this case is silly little dinosaur game it should nail this right it's like really easy and they own the product then you have the existing products you have the product name you have the project status so is this something that you're adding to an existing project or not my case it's not and then all I do is I run a repo mix on it and I have an alias for that so if I go V dos yeah so if I open this bad Jackson open and then I scroll down to an alias you see line 105 is a bunch of seing errors it's Alias text repo mix ignore so an ignore flag and then node modules and do next and so you never want to throw that garbage in there right but what that'll do is it spits it out it's LM friendly if you haven't used that before for sure get on it and then these are the other ones that I use like if you're just like throwing away stuff like do a t folder but yeah that then goes into the repo file tree and it just this thing bangs like it's crazy good it's I yeah I'm so excited about that that is like step one in this framework that I'm making so I talked a little bit about the framework but the idea is like I'm trying to I am putting together Frameworks that will let people access all the knowledge in their computer so again you have all these things in your computer you're going to hear me say this so many times you're G to probably just like cry but that's not it I was trying to make a meme about like grock now has this thing here like what like okay there it is it just follows you around now but I was trying to make something that would hammer this point home it's kind of like clippy and this is GPT 40 created like you just need to learn to talk to the computer there's all these brains in there you got to access them I started rebranding this there's tricks to get it to not say game boy like you you can get around the copyright infringements like I did with this stuff if you just say like hey it's not that just make something similar but all this stuff ended up being branding by using for so to the point about teaching anyone how to learn anything with these Frameworks on the product side when you're trying to make something this is where I've landed where if I have this set of builds that I'm going to be doing on my main Channel all of them are progressively a little trickier to make right none of them are like rocket science like you could go and hand code these and if you don't know how to hand code them then go hand code them go through the pain to learn but if you want to just do it and then read it afterwards it's fine I'm not your dad but in this case the Chrome dinosaur 404 thing it's easy like it's a one shot that's what that prompt did but maybe a whoop widget would be a little trickier because it has off it has like data fetching it's like one more thing so when you add more things when you have state that's not just like a canvas it's not just react if you have data like a server side state client State data fetching persistence cash all these other things that's when you're going to need a little bit more a couple more steps but I'm going to just keep going down that list and knock one out a day on the other channel but point is is I think you would never really use like this like you could do easy but I wouldn't even do that I wouldn't do that I think it's not even that it's hard it's basically like you this would be step one as you're going and you're doing actually sorry yeah that would be one this would be zero so you'd start with deep research and I think this is more important because then you're like priming your brain I'm like what is this thing I'm going to make always like people always forget that there's you know research and development on every p&l on the Planet slash every time you go to do something when you build like that is a thing so I've yapped about this before but like the a linoln method where it's you know if you had eight hours chop down a tree you'd spend three quarters of it sharpening the axe and then You' go do the chop like that's the chop that's the plan and so you can get away with just basically going to a deep research I think Gemini plus Gro they're just better than chat like chat takes 16 hours and then comes back can't use YouTube there's nothing like insightful that I gain out of that so I use Gemini and I use Gro Gemini has YouTube so it's obviously epic if there's a talk that I want like I'll jump into notebook LM but most of the time I found this to be awesome and it's like game changing because I'm now able to like build map which is my sash product that I just hit a wall on the point is is like you would go from like if I had this where I do deep research then I use ve uh vertex to try to reverse engineer something let's just step it out say you'd have the Deep research and this would be the agent for building anything and you'll obviously copy pasta between the steps but this is the thing that I'm building on my Home Server where it's just going to like go then I can do a hls to check so I do my deep research I do my vertex prompts and then the output of that it has some Snippets in it but I actually think that I'm going to modify it so then I'd have a Solutions architect and that's like your neck beard smartest guy your company that you're trying to mimic each one of these is a person deep research normally would have been a PM vertex prompt would be a PM Plus an engineer Solutions architect is the neck beard guy and then you have the actual like implementation engineer I'm really getting big on tests now because they're going to become way more important like that brings up another point but I just right like just test engineer but as agents start to scale like what we have like eight billion people on the planet and the traffic is mostly human right now I'm assuming but like the you got you you got to wonder like if we're in 2025 I had a look up there I 202 but if we're 2025 and we're doing like five year increments and these things are just starting to rip like bot traffic already is massive but I want to separate that out like like bot traffic is not part of this let's just say that like human population on the internet I don't know what it is maybe it's half let's say humans is orange human and then agent is blue gosh I'm so bad at recording these things I hate my handwriting so bad but you'd say that the population of humans on the Internet is going like slowly creep hopefully everyone keeps having babies but then when you look at the agent one it's probably not very much but it's just going to go parabolic it's going to be like every chart that every crypto nerd wants to be for Bitcoin but it's just happen and so a lot of that though like our Alpha the people that are like nerding out on this stuff is to be the ones that are high quality because there already are so many signals that there's just dribble like people are running these like automations that suck that's why I'm getting big on tests when it comes to software is because before like you could you should obviously still write tests like if you're just not using agents but it's even more important when you're going to start linking these things up you're going to have real traffic running on them and you're going to be like letting off on maybe being a little bit more you're you're not going to be supervising as much so it's just something to think about but I think those steps and then each one of these obviously can be broken out these steps together with the right prompts and the right supervision is a full Squad right and then not much changes for debugging like this is net new stuff but then on debug whoops on debug I made a video about this before but it's really just like okay we need something that's going to Output an RCA it's got this huge prompt and it works really well be like okay where is it yeah incident response engineer it outputs the root cause analysis or the RCA if You' ever written one of those mean everyone needs to do that once something messes up and then that hands off to the next one you get a solution architecture document probably mermaid diagram or Swim Lane swim diagram or something then that goes to implement or remediation so the person who fixes it so all this stuff is it's cooking up and I'm like I feel like I'm changing my my stuff updating it pretty much every day because it's just moving so fast and it opens up so many lanes it's crazy and having people that I've been talking to building this space is also helpful like a pure peer group's dope hit me up on Twitter if you want to chat about this stuff see I talked about that I talked about that IED about that oh yeah bad agents make you look like hot garbage if you follow me on Twitter I'm always ripping on people in a kind way but it's like you could just tell when someone's automated something it's so bad it makes you look like a bot you don't want to be a bot like it just there's something defensible about being human big part about why I'm spending time talking to you guys it's because like we are human we are unique we need to at least keep that edge and when we do automate things you need to not go full bore like see what it is that it's going to output and don't let it just fly same thing with customers like I see so many nadn automations that are just pointless it's like same thing with like python multi- prompt chain things where it's like it's a bar trick it's not actually helpful so just think a lot about like the intent behind the thing are you doing this because you think it's schol so you could talk about it are you doing this because you're trying to make money or like grow audience or something and like actually have genuine connections that brings this to our next one so on the theme Pages this is nuts so I have a friend who I hired let's let's go face to face here I'm fancy I have a friend who I hired to help with branding for my first app that I launched after the startup sold so startup sells and I was an early member there I helped all the text stuff I always yeah about but I did this like Airbnb for music thing and I saw this like page it was like a golf course and I'm like this video is like hype as hell who made this video because a golf course is lame like I mean I don't hate the sport but it's like usually you wouldn't see good content immediately DM the guy say yo you're about to blow this place up fast forward we hang out I recruit him to work on my thing he blows up our Channel I learn how he does it he like we split ways because I shut the app down and then he blows up a theme Page by just posting about stuff that's getting built in our County in Florida and he calls it Florida of tomorrow he grows that from zero views and like Zero Subs zero it's the Instagram page you can check it out but it's like he basically G grew it from zero to I think he's at like almost a 100 but he did this in like the span of a year while he had a day job and all he did not all he did but like you can list these things out and then you can automate it and then you can do these theme pages that blow up apps that are getting a sh a sec it's like 9 million in ARR same concept but it's in an app all he did is he'd go and he's like okay I'm gonna bookmark a bunch of links so he's got a little thing like you know up here on the top he bookmarks like 10 pages right and then after that he goes and he finds the good ones so you have a classifier what makes one good right so you have to like think through it systems thinking what makes one good and then he if there's a good pick if if good pick snag else or otherwise make one and then if you looked at make one it means you'd look up what the summary of the article was so oh they're building this new tower over here and it's done by Steven Ross at Related Group it's billionaire Tycoon from New York okay cool that's enough context to go find him and then he searches and then he finds it and then maybe there's some tidbit there and then he takes the article and re writes article and at the time he was using Gemini this is like a few months ago rewrites article post now you do this process I think he posted like on average three times a week so 156 156 times now six figure business pretty cool for just doing that and then also on top of that like free trips all over the world Tokyo right now because he started a new one it's called hotels this thing is crazy it's just called a theme page it's not new but what is new is how you could do that with a couple of Agents so that's awesome and a good example of this is this page right here two daily quote apps got to 9 million AR million downloads one simple or single rinse and repeat faces format 138 million views this is a canva template this makes be so jealous this is awesome for them like okay it's crazy like absolutely nuts so I think Pinterest is a great place for this I use this for Branding a bunch of stuff today like you would go and you do that it's the same process for what I did for Vibe with I was like okay what's the vibe for this new brand and I sped ran branding for the community like the media brand that I'm building it is on school now but I even hate that word I'm going to get off there eventually but it's just easy but you could like this is defense abilities is the way I look at it it's like this mix of this theme page that you can automate for customer acquisition and awareness doing it for clients whatever but like having a Cool brand it's going to be the difference because everything's going to be automated and everything's going to feel like kind of the same cookie cutter stuff so if you can even get like a Vibe or like okay this kind of vibe then you could go and then you tweak that work to make your own style and then in the future what I'm going to do is I'll take the assets that are in here that like suggests a certain thing like oh like we're trying to unlock the brain that's in the computer you have these worker bees in there how do you get them out you find something similar You remix it then I'll have a library of these assets that I will then use as probably not a tuned model because it probably expensive I wouldn't do that at first but like something that's like hey here's the base set of images so you can at least know like the style so it's like oh we do like Vapor wave kind of like f like back like retro vintagey stuff and then that will be the future where like you're doing image gen that's like very guided so it's not starting from scratch it might be a neural Trace I have no clue but that's that's kind of what I'm calling here is like you're G to just see a lot more of this stuff that happens which is like the vibe marketing and it's starting to pick up steam like the reason I rebranded all this stuff that I'm doing on the internet to like this Vibe thing is because people are talking about it like CNBC is apparently talking about it I've like posted this clip because guy that's like talking about hub spot is like yeah they're doing Vibe coding what and these people are talking about it like I see it a lot of places it's not as big as Vibe coding but if it just kicked off like last week on X that means it's G to hit LinkedIn in like a couple weeks and then everyone's gonna flip out and you're trying to learn this stuff so if you're selling it it doesn't even need to be Vibe marketing but like people like it's just that idea of like automating stuff and then again putting like guard rails around it because you can see it's starting to have a moment especially in mym okay theme Pages what's your remote this is what I think about a lot especially now like I look at the things that I could work on right now to get to 100K profit a month and I'm like okay well it' be short cited of me like I could I could do that again I've mentioned this like I could do that if I just went all in on contracts that's like the straightest line to it it's like okay like get four 25k contracts and then just suck it up and just Hammer but then it's like okay well you hit that number but it's just sustainable are you burnt are you Levering up boy probably not probably not levered at all probably like burnt the hell out yeah you would maybe be doing 1.2 a year but like is that a miserable 1. two is there some underlying asset because like if I get the 1.2 out of that and then okay I have working capital that I can go and then put in a market and it's like okay on average that 8% that's going to come or if I took even half of that if I had 600 but I can put half of that into something that is building my own thing if I could just treat the 1.2 or even half of that as like a preed round into the development of other things like I would take that bet all day because the best bet you can make is the bet on yourself not the 8% obviously I'm not a financial guy guide but that's what I always think cuz like if you believe in yourself you'll bet on yourself you'll figure it out especially if you're doing this stuff like we're no we're like literally in the best position ever right now to be learning how to how to lever up with all these PhD students that are stuck in the computer so that leads into I kind of talked about this just how like I personally just use this 40 stuff to Rebrand and like even Rebrand to like make a brand and you're going to see it literally everywhere soon and the way that I I think about this stuff is this is like more on like a strategy stuff of how I like operate to do all the things I want to do so that I can like make sure I'm still lifting and make sure I'm still running a certain number of miles like spending time with the lady and all these things it's like you have this thing called the power list and anytime I feel like I'm falling out of line on like not hitting the goals that I want I bring this back in and it's part of this system that's called 75 hard but you basically add the things that you want to get done and to know if it's a good day or not so for me it's like this daily vid thing came in like three weeks ago and it's going well but at first it sucked right it was like oh my gosh like not that it sucked it just felt like it wasn't a habit yet but now it's a habit and then you just do it so that one will go off of it and then now I'm going to be building one content system per day so I started working on one of those today I figured out how to get gcp as a bucket like a cloud storage bucket to be mounted to my MacBook meaning that I can run an automation from finishing this video to having it like tick a do Domino and then it like knocks these other things out which to me is fantastic and then goes into this bigger play of this automated content system that has a ton of checks in it so nothing that goes out on the internet I didn't look at and approve so record one main Channel yeah that'll be what I'm doing with builds over here wherever they are it's that Gemini thing these are the content automations so like every piece of content I'm putting out basically is testing something against a framework I'm making or building something that's going to help myself and then help the people that are in the media brand slash Community slash it's it's really like an education company and so like those assets will be put back in there other people use them and then other people will like make them better hope hopefully and like rip on them make them better i' say you make them better rip on them like I put out this first version like this Alpha version of this entertainment product and like everyone was so confused like what the hell and then I was like oh I got to tweak it but that's how it works just it so I'm G to stand up this YouTube to blog thing it can take any sort of video and then turn it into like a number of different styles of SEO content and it works really well and it'll just go into my super base like database for my website so my website's like not fully automated and it's just like another thing so I want to win on SEO when it comes to certain terms so that's what that will do and then I want to do this SEO Optimizer for internal SEO links so it's pretty sick basically like looks through all the content that's on your site and internal linking is a big thing there's over 200 different pams that you get graded on from Google off page on page performance White House there's a zillion of them within those but those are just off the top but that's what that does basically finds them for you and then I want to do similar site search for automated SEO Outreach so looking at the people around me if you're familiar with similar web up here similar web looks at traffic so you can see excal jog is 220 a month and then average balance 33 whatever but you can pay for a service similar to this that they actually have one it's called similar sites do I have a download started using Brave again since maybe not in here yeah basically like looks around I have sem Rush that I'll be using for that to pull some data and then I'm actually just curious look like as much as it's awesome that we speak English and like I don't know maybe 30% the whole world speaks English so it' be pretty dope to access the other 70% if this something is something that's really easy like I look at that and I'm like yo how dope would it be if I could 3x the audience or the Tam total addressable Market size by just running an automation against this to Chinese like CES and then Indian it's definitely not the top of the list like I have like 70 other ones that are probably worth at least ice ranking or like putting a a score to ice is impact confidence and ease it's just like a matrix for like kind of understanding you stack rank things and you think if my goal is to grow organic marketing because I think that's the best defens reme to build the best community to build the best products all that if that's the goal then which one of these do I believe has the most impact and if I think it has a really high score out of 10 I'd give it a nine if I think it's a really I'm like really confident about that I give it a nine and then if it's really easy I give it a nine then you can go through it so yeah translate trans translating to Chinese might not be up there but I don't know so okay that's how the power lless works I'm going to start getting into the short stuff soon but I'm just revving up the second YouTube channel on the loom calls this is client side stuff so out of 100 if it was something that was like a fancy brand that I actually want to work with I have a short list of those and I would actually take a pay reduction like I wouldn't be like oh I don't want a 10K contract from like name of cool company and then I'll be adding 1 hour SAS so that's actually going to be a series on five with AI which is like I don't even know if I made it in this marketing thing that I made but like the idea is like I'm just literally it's G be like a twitch stream but for my startup so oh yeah company buildout I made these like VHS tapes way too long but idea being that I have map and map is multi- agentic and map does a lot of stuff and I'm going to be streaming building out the agents SDK so it's like five SAS products in one and that's going to be back in in the loop and then I'll give updates on this channel about how that's going I'll take the juiciest bits put on the main channel uh but all like the actual working sessions will just be in the community for everyone to like rip on me about tell me hey that sucks or whatever and yeah to finish out I have you know I left the best I left the best automation for last someone go build this because I think of these stupid things that I know like which just be funny and like you get a lot of likes and then people would be like whoa what's this guy so I had put the the automation as like a growth agent where like the growth agent before was like it was just not yeah it's like chapter markers so you'd just be like the marker guy and be like oh there's Parker it's like Parker Rex whatever and I'd be the top comment on like every single YouTube video popular channels that don't have chapter markers baked in because they're like too lazy to put them in there and then at the bottom I just have like a little blur then I see this horrible podcast with Mark Zuckerberg and I see nightmare blunt rotation I'm like that's kind of funny like you would do this with sen sentiment analysis so it's like you could be the funniest guy on the on the whole page for like every video that I was like like a million likes you would you could just have your your thing just literally say nightmare blunt rotation and so the way that that would work is so okay yeah you would do step one off so you'd authorize with it I'd probably just use make I I think I have this built out I never use makes don't make fun of me I coded all this stuff and I found make because I hated it so long ago I was like why do you ID these make like cod it the God complex like I'm too good for that let me roll my own version yeah I have like a half thing on then uh you also don't do client stuff on your own I don't so okay let's go to Auto commenter blog no fun now oh no I don't know where it is well this yeah you do the off with it you could then there's a I think there's a module that like does like reading scraping comments you could maybe even do that with appy want to SC the comments and then you could do a sentiment analysis a lot of ways to do this the dumbest way and because you know it's 10:30 at night gas is I literally just like dump the top comments into a sheet and then read them or I just dump yeah I scrape top comments dump and then do like a GPT on it so it's like yo like you are an expert at sentiment analysis for that I probably go and I get a cookbook from somewhere so I'm not going to go rewrite something like most of the time when you're going to write your own prompt someone if just like a general one like sentiment analysis don't write that yourself there's a Hacker News sentiment analysis GitHub repo that I've saw there's one on the versel templates for voice like go find a different one verell templates Gemini cookbooks open AI cookbooks one of those will have it and so that' be funny then it would go and it would comment that it's like okay if there's a bunch of people that are saying negative stuff just type that in a lot of people will like it it' be fun and then the caveman summary one this is just like I always see these parity accounts it's like there's like this Asian lady that like just says ridiculous stuff there's like Greg who's like a Twitter account like a caveman summary would be like I don't know I watched this whole thing and it was like so awkward like it felt like robots and so you could just say like some stupid thing it's like a play on like AI summary like when you see that you're like oh robot but it'd be like the short hand would be like Zuck m because no one uses Facebook or something and you give it a bunch of examples it' be funnier than that maybe that isn't that funny but I laugh when I thought of it so if I'm not funny let me know and I think that's enough for today yeah that was a solid Yap sash this was the thing yeah these are more Frameworks that I'm just trying to figure out like the Dr Dre method where it's like this is how you solve any problem you draft up the problem that you're trying to figure out if you don't know what it is go think and then you plus up the prompt with this meta prompt that I have and then you do the research and then you do the execution and then I'm trying to think of like the most bang for buck batteries included different things you could use or people that don't use AI every single day so that was helpful if you want the meta prompt drop the word duck as always that's our mascot on the channel because when you're having trouble coding you do the rubber duck method that's that's why I have this thing on my desk because the computer's never wrong it's you have a great day guys make sure you like the video subscribe to the channel and you can I'm going to launch this beta of the vibe thing like this yeah wow I pointed the right way we'll launch that on Monday right byebye have a good one