When building large-scale software projects (60,000+ lines of code) alone, developers should use AI agents to manage codebases rather than writing code manually, focusing on understanding the codebase architecture, creating decoupled systems with clear layer responsibilities, and maintaining deterministic pipelines for real-time collaborative platforms.
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Deep Dive
๐ Day 110 Building My AI Startup | 14 Hours of CodingAdded:
I'm order guys.
Let's see.
All right.
Hey everyone, in this live session you will understand how I wrote my entire project which is all about 60,000 line of codes and nowadays I'm refactoring and implementing and integrating AI into it and nowadays I show you how I manage this big project by alone and because in this project I don't have any team member or anything so I'm just alone but I'm using a bunch of AI AI tools and nowadays because AI agent can write your code so nowadays it's not matter of writing code it's matter of only managing agent and AI So what I use totally free of cost because I do not have any income source or any resources so I can afford them. That's why I find I found all the free version of that AI and and mostly I use the chat version of it.
So I have go you can see I have go uh paid and here I just provide the context of my code base. Yeah analyze give me answer and then I I copy paste. So in this live session I'll share you how I write code manage document and then refactor when it needs. So today I will refactor my code base because I want to create a unified pipeline for human input as well as AI input and so that's a ref factory and here you actually know how I prompt in my basic English and then how I modify my prompt with help of AI as well and yeah you also learn actually in order to maintain the large context or large code base you need lot of strategy so that's why I use notion as a documenting so because as I told you in this project I'm alone so I have to uh maintain my code base so yeah when I refactor I just know and note down why like which pipeline I'm following and yeah what was the pipeline previous all this stuff. So anyways you guys you guys can learn lot of things.
So right now I just formed about understanding my so okay so my project is all about real time collaborative SAS platform where it increase developer and founder productivity my reason is simple to automate business operation fully so it's kind of like autonomous but nowadays to focus on coding autonomous but my target is to automate the business operation that's vision is all about so we can bring ideas and work only we we want to focus what matters not just around the tasks because AI can handle that anyways so right now I'm just creating a unified my code base for AI in as well so I'm just searching so this is the prompt I copy from and I research here and then I paste. Now also I'll give my code base as well. So actually yeah I can understand.
So here I just upload the source. So onceever I message so he can verify You can follow my architecture code base then you can answer me so that I can create a robust codebase.
Hey, I'm audible to you guys.
Hey everyone.
So There we are.
Hello everyone. I'm audible to you.
Hello.
I'm Hello.
So right now I'm just documenting my mental model so I can actually um refactor. So if you understand the context then you can ask right question to AI. So first my study is very simple before asking AI or recap or anything. First I understand the concept then I then I provide uh AI my codebase and then because then then I will understand what AI is writing and why is writing right. Yeah.
If you only copy paste without knowing then definitely you will get error but if you know how to fix error then it doesn't matter right all right and if you have a like if you have coding agent version all the uh like code editor like as I'm using cursor vs code anti-gravity so they provide full uh autonomous agent right but you need some a token to buy token you have to pay $20 a month or maybe more if you use um larger so yeah but for my case I don't use those because I don't have that type of uh purchasing power so I use this three AI tools chatbot I provide a context paste understand then copy like this and then I just refactor all little it where I So this way I just you know documenting my stuff. So if you like if you are coding by a loan and you have a big project. So like us I have more than 60,000 a line of code. You can see this is the entire project I have. That's a huge code.
So now what I do I just copy this and then copy and ask AI. So now it answer. So now this chatbot has the context what I was talking about. Now if you only paste so this chat uh context window or this chat session can relate to what I'm asking about because I don't know why if you want to build the SAS platform the like the canvas related code base. So it's very very u uh difficult. It's not like toy you have to and and particularly if you build a real time because in real time not only you are just you know editing at once multiple player can editing. So you have to fix the conflict resolution right. So that that's why you have to uh create a unified and deterministic uh pipeline.
It's very important. If you don't create deterministic pipeline, you will definitely um face lot of issue when you ship So this is my current code base. Can you review and tell me my code base align with my architecture philosophy? the the code base the pipeline I want to build it can handle that or I need to refactor or modify in some way you know tell me so this way is receptor So guys you if you observe so I traced my code base and then I read about and then I refactor because if you have uh 60,000 line of code and you have the complex pipeline then it's very difficult to refactor in one place.
If you do then you have to refactor others. So but in in in real production they just create a decoupling stuff which means that code base depend not coupling. So dependency will exist that's true otherwise code cannot communicate but if your code couple with other code base which means you cannot scale independently whatever so that's why I'm just nowadays I'm just factoring to understand my code base which file you need.
So I can provide you and then you review okay my code base already good or bad because I have lot of files. So you can refer the my code base and tell me where first I want to fix my runtime uh layer because because runtime is a source of truth and other only consume.
So if I just first finalize this runtime then it will be easy to refactor otherwise let's say right now I refactor this and then I refactor the other again I refactor so just I will be h by refactoring mode so first I want to fix this runtime state what do you So now I think this is a good so I just documenting I need this one uh photoraphy map. So here I have to put like this CN I call for back CN for review time.
Now I just copy this space.
So yes, copy and then here I need to paste paste like this.
Now then I will ask I'm asking tell me which file now you need to understand first case You can get reference from my uploaded base.
Well, right now I have canvas uh types and canvas runtime.
now it's become very huge. This is a 60,000 line of code.
admin I just yeah it it takes almost for me um uh 110 days you can see the title and here just I'm showing you how how I just formed refactor because I want to build the same enterprise level SAS platform but I'm alone so that's why I have to understand all the things that's why you can See I'm just refactoring again. I'm I'm reading refactoring reading uh reading like this but my code base is very uh scalable.
Look at my code is very scalable. You can work without asking other folder or file because I create a decoupling and yeah. So yeah to create a toy toy regarding project is very easy. But if you want to create a SAS uh you know enterprise uh level SAS platform then you have to take it have to follow responsibility. Each layer can have their own boundaries and responsibility.
It's not because you want to but because you have to otherwise you cannot scale.
If you want to refactor or implement uh this like new features or pro uh like you know capabilities you will stuck.
Yeah if you have team bunch of team then then that's totally fine but if you work alone right that's different but nowadays the production and the coding industry or techn software industry has been changed drastically. Why? Because now you don't need to hire anybody have money if you have resource you can buy agent and agent can run 24 hours. So agent can write the entire code base while all you need is to manage that's and that's I'm building that platform nowadays one people can build run entire company from managing codebase to uh operational things. So my project and my platform uh is focusing on operational part not development part because already this you know cars are or other uh AI provider they focus automating the um coding part. So that's why I'm not focusing coding part. I'm focusing the operational uh garbage because right now I'm alone so I have to focus everything right. But my ultimate goal should be focusing on just in real life uh problem solution right but here I'm just stuck with coding refactoring yeah so but in f in very near future one people can previously it was very difficult to write to run chess platform but now my uh pipeline again. So yeah guys uh updated and yeah we happy No, I have guys right now you see less writing code more managing code because when you have a big code base then the yeah the tasks become um managing code base not implementing lot of things that's why most of the time nowadays you only see I'm just managing my codebase because I've already spent 110 days so you can understand my understanding of um codebase right because and fun page.
This code base is written by myself. So I know where is the things, right? And if you look at this is my entire codebase document. You guys see a lot of people say okay I built this billion dollar startup. But if you look at the work under the hood, how each things work, this is a a very poor developer understanding under the hood how they just ask AI write code and copy paste but you cannot explain codebase or if somebody give you code code base you cannot refactor nowadays.
Why AI company doesn't hire the entry- level uh coder or like developer?
Because they want experience. They wants they want you to understand their code base and which means experience. So what experience is? Experience is all about understanding codebase in without coupling. Right? So that's now the industry is looking for.
So you have to refactor your mindset.
You have to change your mentality.
Every uh company lead of bunch of thousand of employees. Why? Because entry- level job will replace totally by AI agent or Yeah. And now nowadays all the people are adop agent which means AI now now now AI beyond only chatbot. Now agent can access the tools the yeah when they access the tools that that means they can perform in real world. When they perform real world that means physical software when knowledge work must be replaced in sort of uh way. Anyways, so my point is just learn understand your code base where you are because nowadays I feel like writing is not detecting skill because I feel like to be honest I don't write any any line of codes anymore. I only just manage what I'm building and how codebase works because yeah like like to be honest guys if you run AI entire code base yeah you will take so I run two message and it takes 7 million token It's a huge number and yeah that was the three of cost but yeah so like all the monthly basis 3 billion token and like the the cars are like the CL they said they don't write code anymore by themsel. So they ask AI agent agent right code for right that's I'm saying nowadays you have to become agent or AI manager where you are it doesn't matter but you have to understand your code base your project that's you have to understand nowadays Guys, you want me to explain the complex say in comment so I can understand.
you don't need to write a code. That's totally true. But if you want to man, you have to So guys, can you say something like I can understand?
Yeah, somebody's there. Can you say something so I can understand? You guys are my voice is audible to you.
Okay, the view is three. That's impressive for me. I never get that of human Guys, my live stream is okay or there is a lagging. Can you guys tell me if there is a lagging or not?
Let me check.
Active think I think.
Let me check my camera.
guys. Now I'm just fixing my camera uh issue and yeah guys to be honest I don't have much more uh issue uh studio level resource just I have a basic camera like you know easy one and uh just a very laptop.
Hey guys, can you hear me? I'm just fixing my camera and just give me a few Just give me a few uh second. I'll fix that.
I'll fix that.
I think my laptop is lagging and my camera is lagging.
Now it's okay like still lagging exist guys can you say something now lag exist there is a person called you can you tell me like the lag exit or Hey Juash, can you kill me?
Yeah, my laptop is lagging, man.
Let me change my I'm just fixing my camera guys. Just give me few second but still okay here you go. Let me change my camera as well.
My laptop camera.
What?
Okay.
Okay. Let me adjust my laptop camera and Oh my goodness.
Right. Like I'm just tracing some uh so I'm able to do this. I don't know about that.
lagging.
There is a lagging man this card. Let's see.
Just add now. There you go.
Okay. All right. I hope now.
Hey guys, now I'm visible to you. Say something. I'm visible to you.
Now everything okay?
Hey everyone, I'm visible to you guys. Say something.
All right, I am.
So, let me fix my camera.
So, all right.
So okay let's back to my well basically I'm building a realtime SAS platform. So if you hear about mirror it's kind of like you know canvas style um and also uh notion style with help of like now I will integrate. So you have to ask and AI can build your entire uh workflow or entire plan in document as well as mind map or in the canvas. So yeah this is the notion right. So this type of interface I also have like you have to ask and AI can you know uh research about your project your business or whatever it is. So yeah and second also it's a visual uh brainstorming which means let's say you want to uh visual your project through uh flowchart mind map like this.
So this is just my uh basic project. So I have already complete 70% of it. Now I need to just integrate AI.
So manually I completed and now I'm fixing my project so that I integrate AI seamlessly. So I just you know file manual work um manual tax is working.
So like if you want to see let me run my program. Okay. Now I think uh it is uh I didn't I didn't make my first uh And guys, if you want to see my this little also system.
So you can pull your This the boot this time so you can understand what I'm doing.
So easy to do that.
So this is going to understand this I don't know this is and and if you if you uh platform I understand my laptop because this laptop in the background lot of things happen.
So my backp so so that this is Heat. Heat.
Uhoh.
I don't know.
Okay.
Heaven.
Guys, my laptop is hanging. It's so lagging.
You can see I cannot What the hell? Uh, sorry for incrementing check. Yeah, sorry for lagging and Anyways, my like I was just talking about my code base and architecture and then let's open uh VS code parser. I think cars are lagging or my laptop lagging. I don't know.
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