GPT Pilot ✈️ Build Full Stack Apps with a SINGLE PROMPT (Made for Devs)

GPT Pilot allows you to create full-stack applications easily, pairing with AI. GPT Pilot is meant for engineers or engineering teams and allows you to work hand-in-hand with AI to build sophisticated applications step-by-step. It is completely open-source, and they also sponsor this video.
Get GPTPilot - github.com/Pythagora-io/gpt-p...
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[@matthew_berman]

This is one of the most impressive AI coding tools I've seen so far. Let me know what you think!

[@Im3Tje]

wow sick! This is the future of development! I am using github copilot, but copilot is a joke in comparison to this!

[@richard_loosemore]

I don’t suppose it can be used for MacOS development 😀 ? That’s one thing I keep hoping to see.

[@waynesletcher7470]

As always, thank you for sharing! 🔥

[@DreamingConcepts]

Looks suspicious. Sign-up doesn't work. Also discord link is not working either. Edit: it was a issue that got fixed the next day.

[@kevingage4157]

How much did this app cost in gpt4 tokens?

[@sayanmukherjee1216]

Hi Matt! I really love watching your videos and coding along. In the last year, thanks to you and chat-gpt (and the others) I have really levelled up as a programmer (have watched other channels and studied of course!) but your super enthusiastic "Today!..." really really makes me happy and excited. Wanted to thank you for your amazing content and ask you to PLEASE PLEASE create an implementation video of GPT-Pilot with an open source model that runs well on a basic M1 Macbook Air (the stuff most of your viewers are actually using!) so that we can get a jumpstart in our dev journey! Thanks again in case do do it, if not will eagerly await your next piece!

[@LinktheworldsLondon]

incredible !!! Well done Matt

[@samarbid13]

Could you consider starting your next video with an open-source project, select a few open issues, and demonstrate how this tool can be used to submit a PR that addresses them? It would give a more realistic view of its capabilities!

[@funkahontas]

It cannot do that. Delusional

[@Zefrem23]

@@funkahontas Why wouldn't it be able to use te Github API to make a PR? It's no different to performing any other activity on a local machine, it just needs to do it with API calls.

[@terryjophlin]

AI isn't capable of that, and really neither is Matthew Berman.

[@jnevercast]

I'm already using AI to do this 😅 I don't know why people think it can't

[@samarbid13]

Any PR links to share?@@jnevercast

[@coldlyanalytical1351]

Great video. I have done a fair deal of ChatGPT coding. I soon found that it sped up my work greatly BUT I really did need to be an experienced developer. Your system in the video seems similar : you can create systems VERY quickly BUT you do indeed to be a senior level developer. So this confirms my suspicion that the top 20% of sw developers have safe jobs ... but newbies and less capable developers may need to look for a new career.

[@demasa]

Cope.

[@markbremerkamp6614]

Just curious; which skills is it a senior has which allow him/her to really code proficient with chatgpt?

[@robertheinrich2994]

from what I (as somebody who has only a bit of turbo pascal experience) understand, the cute thing with LLMs like either deepseek coder or mistral/mixtral is: there is something you don't understand? the AI will explain it to you. it will explain it to you in detail, and in your native tongue. (okay, only in the case of GPT, the others are limited in the usable languages, but for me as austrian, first language german, mistral is still a good deal). I guess, with enough practice, such an AI can turn you into a senior developer.

[@danielkisel5661]

​@markbremerkamp6614 Understanding when it just goes around the same issue in loop it happens quite a bit to me because it can't think logically yet, so you still need to be a problem solver and this is just giving you snippets of code as an inspiration so you don't need to have head like elephant to remember everything, every technology and programming language you learned (and to some extent forgot) so it will give you the correct syntax, often help to fix bugs (mainly non logical bugs which are difficult to understand from error message for human, but easy for AI for example if you don't have something installed, or you have wrong version of some API, etc. non logical errors which you could easily spend hours if not days on Internet trying to find solution, but AI can solve in minutes) So you should still know all the clean code rules, clean architecture and design patterns, etc... This is productivity booster for every engineer but if it let's say doubles the productivity then it will quickly turn junior dev into mid level dev let's say just for example like this: if you are lvl 5 engineer it will make you a lvl 10. But if you are already lvl 25 it will make you lvl 50...

[@coldlyanalytical1351]

@@demasaUsing the childish world 'cope' suggests that you are in the 80% who will be living in a dumpster in a year or two.

[@TerenceKearns]

Excellent demo. Love your work.

[@____2080_____]

This looks great. Downloading now and trying it out.

[@---vw9cc]

this is exactly what I was doing with AI already, but the workflow will be so much more nice with this.

[@Focus3Dvideos]

As always very thorough presentation, thank you. May I ask if you can share how much did it cost on openAi usage for creating this app?

[@imacuser101]

Great video and amazing content!

[@cristian15154]

Man that was amazing!, and you are a monster when it comes to coding too 🙌👏👍

[@rsweetland]

Great vid! How about a GPT Pilot vs. GPT Engineer comparison next? The latter has 2x the stars on github, higher commit frequency, active community, etc. You did a comparison a while back. I'm curious to how things stack up now.

[@DJPapzin]

I think Aider outperforms them

[@socialdamage]

@@DJPapzin Aiders approach is mostly the same as the GTP Engineer improve approach

[@mayorc]

Please make a general tutorial on using tools like this, GPT-Engineer, aider, smol developer, mentat, using the OpenAI API system, but using local LLMs instead. And what are the best Local LLMs (making a leaderboard) to work with them, depending on things like precision, stability and context window size.

[@matthewlaborde1080]

Do any of these code generators allow for more traditional requirements docs to be uploaded? IE I have a BRD or set of user stories and I want to leverage the client's distilled reqs to generate modules or hell the whole blown app.

[@stefans0815]

What server OS were you using or conneting to? GPT Pilot requires me to enable/start every system component manually, e.g. mongod etc.

[@charliehubbard4073]

Christ, that was impressive! I am an old school emacs lamer, but this is seriously making me consider putting vscode on one of my Linux systems and trying this out.

[@claudiocl8937]

This is freaking amazing!

[@saudfata6236]

Im a full stack dev, while the code might work, the depreciation warnings and request to manually add the bootstrap files (rather than import the npm package) indicates to me that the code quality might be very poor. This is incredibly cool but I wouldn’t rely on it for any serious projects just yet

[@ai-lucas]

Eventually it probably won’t matter how “well written” the code is, once the AI is the only one who has to read it. In the meantime though, still an important factor in practice.

[@helix8847]

@@ai-lucas So you are saying performance does not matter? lol There are a ton of things in this where it's writing bad code... If people are saying "Yeah its great" tells me they are not a true engineer.

[@saudfata6236]

@@ai-lucas I have to disagree, as @helix8847 mentioned, bad code can mean slow performance leading to needless extra server costs assuming it doesn’t entirely crash when scaled. But using deprecated libraries/code can easily introduce unpatched vulnerabilities into your system which I’d argue is even more detrimental

[@kevingage4157]

@@ai-lucas I respectfully disagree. Poor code and out of date libraries result in security flaws. That's how you get hacked.

[@ai-lucas]

@@helix8847 I said eventually.

[@createthiscom]

Hey Matthew, which screen recording software do you use to make these videos?

[@Nik.leonard]

It should be amazing if it could use another LLM like Mixtral or Deepseek Coder. Or a combination of 2 models, maybe Deepseek or CodeLllama for coding and Mistral or other general Llama for comprehension and planning.

[@mikedunhim388]

especially with custom system prompts on mixtral/codewizard 34b

[@matthew_berman]

GPT Pilot is open source, so I'm sure you can add that functionality ;)

[@robertheinrich2994]

@@matthew_berman great news. it is open source. you don't need to add that functionality. someone else will do that. probably these are the last few years where mankind programs open source programs. soon open source AI will program open source programs. 😀

[@michaelirey]

In theory this should not be that difficult for GPT-Pilot to support especially when you use something like LM Studio and create a local API server connected to open source models on HF

[@VR_Wizard]

Would be a nice project to use GPT copilot to add this feature to itself. But I fear that is beyond the abilities of this tool at the moment, because it is not as good at creating stuff that it has not seen a million times before. Login frontend and database in the backend is in almost every full stack app and there are lots of tutorials on it. Completly new ideas might be harder for the tool, especially if you as a humen do not know exactly what you want it too build. But I might be wrong let me know if someone tried this.

[@Hex0dus]

This is a great video demonstration of GPT-Pilot and Matthew does it so effortlessly ... which is a problem because it raises expectations that cannot be met. The truth is that this is an alpha version and is buggy, and depending on your OS and the programming language you use, it may work or break immediately or not work at all. The most stable is the combination of Mac OS and Python. Obviously because the authors code on Mac and use Python. What might crash more often than not is the VSCode extension on Windows. And it's not that good with frameworks. So keep your expectations low and don't expect GPT-Pilot to write the perfect fullstack application to conquer the world - it's not capable of that - yet ;-)

[@marekjkos]

This is beautiful!!

[@pipoviola]

Simply amazing!

[@yashshinde8185]

Hey can you share how much did it cost to make that app ?

[@swdev245]

$20 is for the chat, the API will cost you a certain amount per 1000 tokens, depending on the model. The most advanced and expensive one (GPT-4 Turbo) costs 0.01 per 1000 input tokens and 0.03 per 1000 output tokens.

[@kakashisensie100]

​@@swdev245 I think he's asking how much did it cost on token calls to gpt4

[@Fuzzhead93]

I'd love to hear from Matt how much the GPT 4 cost was on this project. Seems like that cost could add up very quickly

[@ZenchantLive]

Please tell us Matt!

[@alkeryn1700]

@@Fuzzhead93 probably a few dollars at most.

[@bryanmoore3927]

this system has a ways to go for anything with even a mild amount of complexity outside of what gpt normally programs with (think slightly more niche libraries or frameworks with less documentation ) hell even just handling git control my github pilot tended to repeat the same tasks of confirmation that were unnecessary and managed to fill up my api limit from 0 to $3.77 with in an hour. it is a very cool idea and will work for most mainstream small tasks but then again I can do that just as easily for free. It will be better in the future and is immensely great considering it is open source.

[@MarkoKozlica]

Off the topic, what was the name of the app that makes this effect you are using in the start of the video, had it before on iPhone but cannot remember? BTW, great video! :D

[@j.hanleysmith8333]

Wow, very impressive!

[@spencerfunk6697]

how could you use hugging faces api or local host wih a offline lm?

[@riscaverse]

Cool video. Thanks

[@michaelirey]

This is great tech and will only get better, I have my own project that does something similar. I like some approaches used to interact with the human. It would be great to see in real time how many tokens you are using, and show usage in $ dollar amounts, and for debugging to see the raw api requests.

[@zvone187]

These are great ideas! Btw, if you have a project you've created, I'd love to check it out. Can you share it?

[@itskittyme]

Same here. I really wonder how many of us are building something similar. It's hard to estimate.

[@s.dotmedia]

Love it!

[@PartneredBrands]

Can it look at a figma file or image, written mockup image or URL and pick up on look and feel of the app that it's creating?

[@games4us132]

i wonder, if GPT Pilot can write project in any language or only specific ? for example can it create instagram clone in c++ or even in asm?

[@llmtime2178]

Would have been interesting to see how it handles postgres

[@WhyteHorse2023]

There's actually a postgres branch. Not sure what state it's in.

[@user-wt7pq5qc2q]

Aways enjoy your content. Thanks and Happy xmas. Terence Nelson New Zealand.

[@jiuvk8393]

Hello, I'm using gpt-pilot in vscode and it keeps saying that node.js is not installed, but it is, and also I double checked the path is in the environment variables, same thing for mongodb and also for docker ( I even used docker within vscode yesterday for something else is it works find except for gpt-pilot) , any ideas?

[@hqcart1]

how does it help in existing app?

[@RishishPandey]

Can it work with existing code base/project?

[@seanx9]

how does it stack up against the other gpt extensions like Code GPT etc...

[@salehmohamed9650]

Can you test a similar project (if there is any) that works with open-source AIs? unless there is a way of using this but with opensource AIs

[@zvone187]

Yes, you can use any of the open source models with OpenRouter - just keep in mind that it works by far the best with GPT-4.

[@exlr8in]

Hello, Would you be able to crate a video that provides the information about "Free" api keys from openai and there usage? The current documentation is kind of confusing and convoluted and thus don't know if I have an available "Free" use of the keys or not. I ask this because I get errors when trying to use the keys, even though I've never used them before... Thanks,

[@lennelson1524]

awesome but why is the Save button disabled for this video?

[@chrisBruner]

I start it up, it asks me to sign up. I enter my email, then halfway through entering my password it navigates away. I don't know who is doing the navigating. VS Code stuff 🤔

[@aimattant]

That is the fiture of coding right there. Have a great christmas 🎄🌟🎁

[@SuperMelon2008]

step in interesting direction. Not there yet, but definitely worth observing.

[@DigitalDivotGolf]

sign up works for me now. I will give it a shot and see how it goes.👍

[@DigitalDivotGolf]

stuck in project description and shows waiting. will revoke api key and try again another time.

[@robertheinrich2994]

is it limited to gpt4 or can it cooperate with any llm that is good in coding?

[@zvone187]

It is not limited to GPT-4, and it can be used with any LLM, but GPT-4 will work the best by far.

[@ericbell6405]

Does it ever hang for you? I've had it get stuck on Waiting while coding, spinning wheel forever, and a couple other critical issues Not sure what to do when that happens. If I go back, it will hang at the same spot every time.

[@joeloliver2313]

It's super good when you are starting a brand new project, but I am still trying to find a good one to deal with existing projects, I have around 40 small services under an NX environment and it would be amazing to have a code assistant to understand this workspace and be able to make modifications to it. If you guys know any good for it that I am missing, please shout it out :)

[@Fuzzhead93]

GitHub copilot's new functionality is supposed to help with this. Have you given that a shot?

[@Zefrem23]

This is the limitation I'm hitting at the moment as well. Until you can have a higher-level "management agent" with a deeper meta-understanding of the project's moving parts than is currently possible with LLMs, we're stuck. I have NO DOUBT that it's coming very soon, though, given the pace of innovation we're seeing right now.

[@joeloliver2313]

@@Zefrem23Absolutely, no complaints from my end! It's pretty awesome to be part of this tech revolution, especially when I think back to the days of coding on my ancient Solaris. Right now, I'm using Copilot with VS Code and JetBrains AI with IntelliJ, and honestly, IntelliJ is giving me better vibes. I think it's because IntelliJ has this tight grip on the whole project, so it prompts the LLM more effectively. This way, I'm spending less time trying to figure out the perfect prompts and more time actually coding."

[@AndrewsPanda]

@@Zefrem23 ​ @ishtyleretienne36 Have you played around with Aider? It takes a snapshot of the project library for context and can create files, write code etc

[@denisblack9897]

Aider But it’s so much cheaper and faster to just rewrite everything from scratch. It was always easier, but now… Just don’t tell your boss, he won’t understand.

[@jakeparker918]

This is amazing. Where will we be in a year?

[@pabloedelgado]

Do youhave some stats of the gpt4 api consumption of the app you built? It would be interesting to see how many calls it did and how many tokens I/O it used

[@FranPetraroli]

It 😢 me 6$ to replicate this tutorial, so it's not cheap

[@pablodelgado4768]

@@FranPetraroli it makes sense, the amount of api calls and the size of the inputs and outputs should be quite big. I thought that was the case, not i guess is confirmed

[@dtory]

This is impressive

[@ralphwhite4278]

Curious how much it cost (meaning GPT4 API costs)

[@matthew_berman]

It depends. For a decently large application, which might takes a few hours to build, you can expect $10-15 in API charges from OpenAI. Results may vary!

[@Gabeyre]

@@matthew_berman That's a bit steep! One would have to think twice before signing up for OpenAI's API. Alternatives will come out that will probably have flat monthly rates instead.

[@ZuckFukerberg]

​@@Gabeyreit's steep if you're experimenting with the tool, not that much if you're actually building up and saving many working hours

[@ralphwhite4278]

$10-$15 for an app is far from expensive, but I get it, things will get even cheaper. Great time and opportunity to launch apps for a fraction of what a team of developers would cost.

[@Danuxsy]

If you used a human that price would be in the hundreds of dollars range instead lol@@Gabeyre

[@timreynolds5492]

I gotta say... I've been a product manager for the last 13 years or so. I have no idea how to code, but I understand the concepts and can write somewhat technical requirements. Even before GPT Pilot, I've been able to build entire apps using AI (first GPT-4, then Cursor). This looks super interesting...

[@hqcart1]

what did you build? any ;ove example?

[@DestinationJapan95]

Suuuure you are and did lmao

[@s2turbine]

Can you start using it mid-project? Or do you have to start the project with it, for it to work?

[@zvone187]

Unfortunately not at this point. We're focused on creating a base for the AI to iterate on a codebase. Once that is working, we believe it will be relatively trivial to add it to work on an existing codebase by analysing a codebase and asking questions about the code.

[@catalystzerova]

how are warnings just okay for brand new code with no significant dependency constraints??

[@jzeng7183]

If I watched your youtube on making full-stack apps(Free "devin' alternative) and got Pythagora, do I still need to get an account with GPT Pilot?

[@swetharangaraj4521]

how to build query bot ,it should query from the database like mangodb where the data are stored from the application

[@tobeyforsman]

Pretty cool

[@ZSquirrel678]

Amazing 🤯

[@DaveRetchless]

Does it handle refactoring existing code.

[@apseh721]

Hi, Cannot download the GPT-Pilot extension for chrome. A click on the link says the site cannot be reached.

[@samshosho]

great video, can this be connected to ollama-webui api somehow?

[@marcfruchtman9473]

More Amazing progress...

[@farhad7065]

impressive!

[@jeffdavidson5601]

Pretty cool but not great when there's an error. For instance, I asked it to change the timeout for npm i and it ignores me! Also, I am not able to go back to older steps. But hopefully the bugs will be worked out soon!

[@elraulcastro]

Did you try to use it on and existing (buggy) app? Does it seem to work in that context?

[@StellarStoic]

I'm wondering the same thing. I'd mostly need it to write me a documentation and a readme file. Yup I'm so lazy 😊

[@rohanvaradkar1110]

Hey, i wanted to create a game whose backend is in GO and ui is in unity, will this work?

[@zuzukouzina-original]

I’ve tested it and I have to say that there are a lot of bugs to fix. But it’s still impressive. It’s especially good at building with Express JS.

[@Dackel1972]

Unfortunately, after two days and 15 $ worth of API calls, I must say that I have been unable to get to build even the simplest web app, trying different technologies. For example, it constantly gets confused with the directory structure (which it builds as mapp\myapp\myapp) and tries to access files on the wrong level of the myapp-hierarchy. Or it just generates a file and then tells you to add the code. At this stage, it is a tool for experienced developers to do some routine stuff for them, I guess.

[@mko-ai]

Same, but after months. It makes me feel like this is all one big pyramid scheme to get us spending money on open ai

[@kjrimple]

The current technologies in full-stack development really require experience to know what to use and how to tame them. I agree. I have never seen a generated solution do a great job, though these new GPT tools are a new way to do it and seem to at least push the envelope. I like tools that can do smaller tasks for me, like a code assistant - asking an AI Generator in WebStorm to refactor chunks of code, why something is failing, explain some code, etc., it really is better than going to Google for lots of that stuff so it saves some time and keeps me in the IDE. This is too far for me.

[@zippytechnologies]

Anyone get it to produce anything interesting or an app that can be published and used? Any suggestions on how to make it improve itself with wrappers for selecting different llm based on task to make use of other tools and language models that perform better at certain tasks? What about a comparison of this and AutoGPT ?

[@marilynlucas5128]

Imagine GPT Pilot with Open Chat 3.5 or Mistral!

[@ZSquirrel678]

That would be very cool

[@---vw9cc]

@@ZSquirrel678 you probably can do this, as the gpt4all api is 1:1 the same as from openai.

[@morena-jackson]

I can't find gpt-pilot visual studio code, is it still available? I see many in the comments saying it was very buggy.

[@jvdm9317]

It keeps doing two things when i run it in my Code VS. It keeps telling me that I don't have an ALS debugger and asks if I want to install one. I have installed a total of 12 debuggers and it still does not work. Also, it keeps defaulting to version of ChatGPT-4- 1106-Preview which is foreign to me. Useless and frustrating at this point.

[@LRSKWTKWSK]

Really nice. My problem is - as usual - no info about the cost of OpenAI for such tasks.

[@DoNotKillThePresiden]

Amazing! Can you tell us how much it cost in tokens/usd?

[@AllexFerreira]

i have tried but…. Is like the agents as soon as the face a issue (because they do ) they gone on loop of try and error

[@jonathanmarsh8119]

What is the privacy like with this? Is another stored or used for training? Privacy is a massive constraint with any of these types of applications.

[@WhyteHorse2023]

There's already a bug report that it is sending all of your code to OpenAI

[@ghostthomas9221]

I wonder if I can use an opensource model with this instead of gpt4?

[@salehmohamed9650]

Same

[@Mzzkc]

I looked over the code and docs and that's not currently supported. That said, if you can reasonably spin up several agents, you could definitely modify the code to point to and interact with local models instead

[@leonwinkel6084]

Is there any way to not use openAI but a local llm, mistral or so ? This would be a true gamechanger. With openAI it’s getting too expensive to even figure out how this should be done properly ..

[@thecollector5277]

Nice so essentially alter the API calls to use Huggingface and add say.. mixtral and code llama.. Nice useful program.

[@santiagoc93]

I am a developer and it's unreal what it can do. Just imagine in a couple of years.

[@afterglowdev7905]

Whats unreal is how much $$$ this uses for very simple tasks. Hopefully they implement the ability to use other models. Once the project reaches any sort of complexity this quickly becomes obsolete. Wasting more time and money on api requests (and looping the same few 'problems' over and over) than manually crafting prompts elsewhere. GPT Plus and other local LLMs produces similar results, albeit slower, without the 'automatic' 'planning and structure'. The only use case (besides newbie programmer nuance )would be to kickstart a project. Once the project reaches any sort of complexity, manual intervention is required. I followed the prompts chosen in the video (omitting a few changes due to os and browser differences) came out to $6 in api charges. For arguably worse results than using a gh react template lol.

[@yqweqwun7390]

thats reassuring.....I mean I thought AI had made all coding/written language related professions obsolete@@afterglowdev7905

[@Danuxsy]

lol the first CRAY supercomputer cost $38 million (in todays money), it had 8mb of memory, 300mb of storage and a measly 160 mflops, it weighed 5.5 tons and required 115 kW to run. My computer is tens of thousands of times faster than this supercomputer, it runs on about 200 watts and cost < $1500, same thing will happen with neural nets.@@afterglowdev7905 Also local neural nets cost practically $0 to run.

[@WhyteHorse2023]

@@afterglowdev7905 What you see is about a day of dev time, or $1200. That adds up over time. Ultimately you can get your own AI desktop for $20k and run the open source models and then fire all programmers and replace them with product managers making $0.25/hr. Since this is open source you can just modify a few lines of code to talk to your local machine AI. Combine that with these multimodal LLMs that are almost on par with gPT4, and memGPT and you can easily handle complex cases.

[@hottroddinn]

In a couple of years, if you haven't stepped up your game, jobs are gone!

[@user-jg4ci4mf8w]

More Christmas gifts from Matthew..... Can't wait to unwrap this gift and play with it 😊.

[@rafikbelhouki7958]

is it possible with mixtral?

[@temiomisore669]

stuck with the path issue, "the system cannot find the specified path". Does anyone else have the same issue?

[@davidwarren127]

Yep, same here. Still troubleshooting...

[@joeyschwartz5150]

same here...

[@CraigLaValle]

The path shown is not the path that's actually in the .env file. I had to edit the .env file directly with the correct path.

[@dezigns333]

How do I make it use Mistral or something cheaper?

[@HunterMayer]

I hope this can someday join a project mid dev too.

[@popfizz311]

Does it work well though?

[@giosterr44]

Can you show us again but with postgres? It is also giving me an issue on launch...something about dotenv

[@michaelpiper8198]

has anyone actually gotten this to work? everyone testing seems to be stuck at making an account (me included)

[@zvone187]

Hi, founder of GPT Pilot here. Sorry about this - we're working on it. Can you tell me what happens that you can't sign up?

[@zvone187]

Hey @michaelpiper8198, we fixed the issue so it should be working now.

[@DoNotKillThePresiden]

​@@zvone187 Great work man 🎉

[@positivevibe142]

@@zvone187 Hi zvone, I'm stuck at the very beginning, when I clicked create new app I got a red text line saying "The system cannot find the path specified" although I already had the path to C:\Users\userName\gpt-pilot\workspace , what am i missing here, please?

[@OffRoadOutpost]

@@positivevibe142 same here - C:\Users\userName\gpt-pilot\workspace, tried C:\Users\userName\gpt-pilot as well. No dice.

[@omountassir]

Absolutely astounding! This is undeniably the most remarkable tool you've recommended so far! Your dedication and expertise shine brightly in your work. Keep up the exceptional work, and let's continue to push the boundaries of innovation! 🚀

[@antdx316]

holy shit! It's working good. 👍👍👍

[@sinitarium]

Impressive. How much in openai API cost ?

[@justinoneill2837]

$2-$3 seems to be the word on the street

[@Danuxsy]

hundreds of times less than a dev team doing the same thing.

[@sinitarium]

@@Danuxsy a good full stack dev would re-create that (and much more) using a framework and a single command that would generate code that he is familiar with and he can start building more advanced components than the generic auth/login stuff... On his/her own in a few seconds. So no, not only 2-3$ for this that a single dev can generate using the right tool in a few seconds is not 100Kx time cheaper (not even faster!). This is no where near what you want to replace a full stack dev team working on a real product. YET... Soon however (imho 2-3 yrs) it will be.

[@Danuxsy]

in the 2030s these systems will probably be able to generate source code for entire games like World of Warcraft, milions of lines of code in 24 hours or smh like that. @@sinitarium

[@ShawnHamilton718]

This will help so you don't have the cut and paste can develop right there is VS.

[@ibrahimhalouane8130]

How much does it cost in terms of GPT's tokens & USD?

[@marko_z_bogdanca]

Aider is awesome but this... Looks even more interesting.

[@jiuvk8393]

Hello Matt, first thanks for your vids. So far I haven't been able to make anything at all with this, it keeps saying "node.js (javascript runtime for building apps. this is required to be able to run the app you're building.) is not available. please install it before proceeding with the app." The thing is that it is installed and yes I put the path in the environment variables, and it says the same thing for mongodb, can you or someone in the comments help me out with this please.

[@NotesandPens-ro9wx]

How I can bring it in VSCODE?

[@LRSKWTKWSK]

Is GPT pilot still available? Can't find it in VSC extensions

[@Saionware]

It's Pythagora now

[@kjrimple]

Interesting (and personally a bit concerning to me) project. 7:00 - The two warnings included a deprecated library. "but that's ok" - also a deprecated prop on the MongoDB driver, and it's not even being paid attention to in 4.0.0. Then at 7:07 even more warnings about deprecated settings that have no effect in the upcoming version. But it will be a silent problem and then suddenly things won't connect. What if a vulnerability occurs in the bcrypt library, or the mongo library is revved to 4.0.0, will the person generating all of this code remember the warnings or even know what to do to fix it? These are subtle issues being put into the code you end up with.

[@kjrimple]

Also, asking you to copy files from a git-based project and put them in your code - like the Bootstrap CSS library, is just really not what an engineer would normally do. You lose updates and versioning and that project's fixes. You should be using the repo from npm install and pulling the data from an import so you don't make a copy.