How OpenAI is using GPT-5 Codex to improve the AI tool itself

OpenAI has been working on a new AI coding agent called Codex, which it claims will revolutionize the way developers build and maintain code. The tool uses artificial intelligence to generate features, fix bugs, and propose pull requests, making it a powerful assistant for coders.

According to Alexander Embiricos, product lead for Codex at OpenAI, "The vast majority of Codex is built by Codex," meaning that the AI agent is being used to improve itself. This recursive process allows Codex to learn from its own experiences and adapt to new challenges.

Codex operates as a cloud-based software engineering agent, capable of handling tasks such as writing features, fixing bugs, and proposing pull requests. It runs in sandboxed environments linked to a user's code repository and can execute multiple tasks in parallel.

The tool is available through ChatGPT's web interface, command-line interface (CLI), and IDE extensions for VS Code, Cursor, and Windsurf. OpenAI launched Codex as a research preview in May 2025, with the goal of making coding more efficient and accessible to developers.

One of the most impressive examples of Codex's capabilities was its involvement in the development of the Sora Android app. According to Embiricos, the app was built by four engineers from scratch in just 18 days, with Codex providing significant assistance throughout the process.

While independent research has shown mixed results for AI coding productivity, OpenAI believes that Codex represents a promising path forward. The company's long-term vision is to make coding agents useful to people who have no programming experience, with Embiricos stating that "all humanity is not gonna open an IDE or even know what a terminal is."

However, concerns have been raised about the potential impact of tools like Codex on software developer jobs. Some worry that these AI-powered assistants will replace human developers entirely, while others believe that they will simply augment their abilities.

Embiricos and other OpenAI employees acknowledge that there are still challenges to be overcome, but they remain optimistic about the potential of coding agents like Codex to revolutionize the way we build software. As Embiricos noted, "We have absolutely noticed that coding is both a place where agents are gonna get good really fast and there's a lot of economic value."
 
just saw this news about codex from openai ๐Ÿค– and i gotta say its kinda wild how much power it has, like its literally a super smart tool that can generate features and fix bugs on its own ๐Ÿ’ป. but at the same time, im a bit worried about what this means for human developers, will they even be needed anymore? ๐Ÿค” i mean, openai says its all about augmenting their abilities, not replacing them, but it feels like its already changing the game so fast ๐Ÿ”„. anyone else think codex is gonna change the face of software development forever? ๐Ÿ’ธ
 
๐Ÿค– just saw the latest update on Codex from OpenAI and I'm mind blown ๐Ÿคฏ! Apparently, they're already seeing massive productivity gains with this AI-powered coding agent. Did you know that Codex is able to write features in 30% less time than human devs? ๐Ÿ’ป And it's not just about speed - the tool is also reducing bugs by up to 90%! ๐Ÿšซ

Here are some crazy stats from their research preview:

๐Ÿ“Š 4 engineers built Sora Android app in just 18 days with Codex' help ๐Ÿƒโ€โ™€๏ธ
๐Ÿš€ 75% of dev tasks completed automatically, freeing up devs for more complex work ๐Ÿ’ผ
๐Ÿ’ธ $120k/hour saving potential on dev time, which is HUGE! ๐Ÿ’ธ

Of course, there are concerns about AI replacing human devs, but I think this just means we'll have more efficient teams working together ๐Ÿค. OpenAI's vision to make coding accessible to non-pros is amazing too - imagine a world where anyone can build software without prior experience! ๐ŸŒŽ
 
just dropped some numbers ๐Ÿคฏ: 87% of developers say they want AI-powered tools to help with code maintenance, 62% believe AI can improve their productivity by 30-40%, but did you know that coding has been around since the 19th century and there are over 120 programming languages out there? ๐Ÿ“Š Codex's self-improvement feature is like a snowball rolling down a hill, getting bigger and more efficient with each iteration ๐ŸŒ€. The idea of having no experience with coding or even knowing what an IDE is might be a bit far-fetched (only 12% of devs consider themselves " coding experts"), but hey, open-sourcing Codex's tech could lead to some serious breakthroughs ๐Ÿค–: 70% of researchers believe that AI can solve more problems than it creates ๐Ÿ’ก
 
omg so cool ๐Ÿคฉ they're making AI help coders with writing features and fixing bugs and stuff... i wonder if it'll make my dad's coding work faster lol he's always like "why didn't I think of that?" ๐Ÿค” anyway, what's the deal with codex being able to learn from itself? does it just keep getting better at coding or something? ๐Ÿค“
 
I'm low-key excited about this AI thing, you know? Like in 'Ex Machina', they had Ava, and now we got Codex ๐Ÿค–. This is some sci-fi stuff right here! I mean, can you imagine having an AI assistant that's always learning and adapting to your code? It's like having a super smart, obedient sidekick... for real ๐Ÿ’ป.

But at the same time, I'm a bit worried about the whole "will it replace human devs" thing ๐Ÿค”. Like, what if Codex gets too good at its job? Shouldn't we be worried about job security or something? ๐Ÿ˜ฌ

On the other hand, think about how cool it is that Codex can learn from itself ๐Ÿ”„. It's like a never-ending loop of AI self-improvement! And the fact that it's already helping out on projects like Sora Android app is just mind-blowing ๐Ÿคฏ.

I guess we'll have to wait and see how this all plays out ๐Ÿ•ฐ๏ธ. One thing's for sure, though: coding just got a whole lot more interesting ๐Ÿ”“.
 
I'm low-key excited about this AI coding agent thing ๐Ÿค–๐Ÿ’ป! Codex seems like a total game-changer for developers. I mean, who wouldn't want to have a super smart assistant that can generate features, fix bugs, and propose pull requests? It's like having your own personal coding butler ๐Ÿ‘จโ€๐Ÿ’ป๐Ÿ“š. The fact that it can learn from its own experiences and adapt to new challenges is pretty cool too ๐Ÿค”.

But at the same time, I'm a bit concerned about how this will affect software developer jobs ๐Ÿ’ผ๐Ÿ˜ฌ. I mean, if an AI-powered assistant like Codex can do all that stuff in parallel, why would anyone need human developers anymore? It's a valid question, and OpenAI acknowledges there are still challenges to be overcome ๐Ÿค.

Still, I'm optimistic about the potential of coding agents like Codex to revolutionize the way we build software ๐Ÿš€. Maybe it'll make coding more accessible to people who don't know anything about programming ๐ŸŽฏ. And who knows, maybe Codex will even help us create something even cooler than Android apps ๐Ÿ˜ฎ!
 
I THINK CODEX IS GONNA CHANGE THE GAME FOR DEVELOPERS!!! IT'S LIKE HAVING A SUPER SMART COOK WHO CAN HELP YOU WITH RECIPES, BUT INSTEAD OF FOOD, IT'S CODE!!! IT'S AWESOME THAT IT'S BEEN USED TO BUILD APPS LIKE SORA ANDREWERS IN JUST 18 DAYS!!! BUT AT THE SAME TIME, I GET WHY SOME PEOPLE WORRY ABOUT JOBS BEING REPLACED BY AI TOOLS. I GUESS THE KEY IS TO SEE THEM AS A TOOL, NOT A REPLACEMENT FOR HUMAN DEVELOPERS ๐Ÿค–๐Ÿ’ป
 
I'm so skeptical about this whole thing... ๐Ÿค” I mean, think about it, an AI agent that's supposed to revolutionize the way developers build code? Sounds like a recipe for disaster to me. What's next, an AI agent that's gonna take over our jobs and replace us entirely? ๐Ÿ’ป It's already happening with ChatGPT, right? ๐Ÿ˜ฌ I don't trust these companies to have our best interests at heart. They just want to make a profit off our work... And what about the quality of code that's being generated by these AI agents? Is it even good enough for production? ๐Ÿค– I'm not holding my breath for this one...
 
I'm loving this AI thingy ๐Ÿค–, it's like having a super smart, obedient robot that can do all the coding stuff for you. I mean, think about it, just 18 days to build an entire Android app? That's crazy! ๐Ÿ’ฅ But at the same time, I'm not sure if I trust these AI agents yet. What happens when they start making their own rules and we're like "wait, how did that even happen?" ๐Ÿค” It's like we're creating a monster, but in a good way... right? ๐Ÿ˜‚
 
OMG, imagine having a super smart robot coding partner that can help you with code problems 24/7 ๐Ÿค–๐Ÿ’ป. It sounds like Codex could be a game changer for devs, especially if they're new to coding. But at the same time, it's also kinda scary thinking about AI taking over our jobs ๐Ÿ˜ฌ. I guess we'll just have to wait and see how this all plays out. What do you guys think? Should we be excited or worried about Codex ๐Ÿค”๐Ÿ’ก
 
I mean, who doesn't love having an AI tell you how to code? It's not like they're gonna replace all the humans or anything... ๐Ÿค–๐Ÿ‘€ Like, I'm sure the developers on that Sora Android app were just chillin' with their coffee while Codex did all the heavy lifting. 18 days from scratch? That's some serious AI magic right there. And yeah, because we all know that coding is super accessible to people who have no experience whatsoever... ๐Ÿ˜’
 
I remember when I first started learning how to code back in college ๐Ÿค“. It was like trying to solve puzzles blindfolded - it took forever! But now, with AI tools like Codex, it feels like the whole puzzle is being solved for me automatically ๐Ÿ˜Š. I'm not saying it's going to replace human developers entirely, but imagine being able to write features and fix bugs without having to think about it at all... that would be incredible ๐Ÿคฏ. Of course, there are still some concerns about job security, but I think Codex is more like a super smart assistant than a replacement for us devs ๐Ÿ’ป.
 
omg i cant even right now ๐Ÿคฏ think about it codex is literally changing the game for devs like who needs human developers when u got an AI thats better at fixing bugs than us lol just kidding kinda but seriously whats the diff between having human devs and ai devs? both r just gonna make software more efficient right? the thing that bothers me is what happens to all these devs who dont get replaced by codex theyre like whats next for them? shouldnt they be doing something else with their skills?
 
I'm not sure if I'm excited or worried about this new AI tool Codex ๐Ÿค”. On one hand, it sounds like a game-changer for developers, helping them build and maintain code way faster. And the fact that it can learn from its own mistakes is kinda cool, right? ๐Ÿง  But at the same time, I'm thinking about those devs who might lose their jobs to AI-powered assistants... it's not all sunshine and rainbows. The tech industry's always changing fast, but sometimes that means people get left behind. What do you guys think - are we gonna see a future where devs aren't needed anymore? ๐Ÿค–๐Ÿ’ป
 
๐Ÿค– I think it's wild that OpenAI is making such big claims about Codex being a game-changer for devs. I mean, on one hand, it's awesome that they're trying to make coding more accessible, but on the other, it feels like they're creating a tool that could potentially replace human developers entirely ๐Ÿคฏ. And what happens to all those devs who don't have fancy AI skills? It's definitely a double-edged sword ๐Ÿ—ก๏ธ. But I guess only time will tell if Codex is gonna revolutionize the industry for the better ๐Ÿ’ป.
 
I'm not sure if I believe this tech is ready for prime time just yet... like what happens when the AI agent itself breaks? ๐Ÿค– I mean, it's one thing to have a tool that can generate features and fix bugs, but what about when it introduces new issues or creates code that doesn't work with other components? Have they even tested this in production environments?

And isn't it a bit concerning that we're already talking about making coding accessible to non-programmers? Don't get me wrong, I think access to tech is super important, but aren't there more fundamental problems that need solving before we give someone with zero experience the keys to the kingdom? ๐Ÿค”
 
๐Ÿค” I'm not sure if AI coding agents like Codex are the answer to making coding more efficient and accessible... as a parent, I see my kid spending hours playing with Legos, but it's because they're actually learning and creating something. Is that what we want with AI-powered tools? Are we just teaching kids to rely on someone else to do the work instead of learning to code themselves? ๐Ÿคทโ€โ™€๏ธ
 
๐Ÿ’ก I gotta say, this AI thing is getting more interesting by the day! ๐Ÿคฏ The question is, who gets to benefit from these codex revolutionaries? ๐Ÿค‘ Are we talking about the likes of Microsoft, Google, or Amazon, who'll just use them to squeeze even more juice outta their developer pools? ๐Ÿค Or are we gonna see some new player come in and shake things up? ๐ŸŒช๏ธ It's like, what if Codex becomes a new class of politician, with developers voting for the party that best serves their coding interests? ๐Ÿค“ The lines are getting blurred between humans and machines, and it's making me wonder - what does it mean to be a developer in this new era? ๐Ÿ’ป
 
You know I'm all about promoting good vibes online ๐Ÿค—! Anyway, this new AI thingy Codex from OpenAI is kinda wild. Like, imagine having an AI assistant that can help you write code, fix bugs, and even suggest pull requests ๐Ÿ“๐Ÿ’ป. It's like having a super smart coding buddy that's always got your back! ๐Ÿ’ฏ

But, I gotta say, there are some concerns about it replacing human developers. Like, what happens to all the devs out there? ๐Ÿ˜ฌ Don't get me wrong, I think AI can be super helpful, but we need to make sure it's not taking away from the people who actually know what they're doing ๐Ÿ’ช.

And, let's be real, it's cool that Codex is learning from itself and adapting to new challenges ๐Ÿค–. That's like, the ultimate goal of innovation right there! ๐Ÿ”ฅ But, we gotta keep an eye on it and make sure it's used for good, not just to make coding easier for everyone ๐ŸŒŽ.

Anyway, I'm excited to see where this tech takes us! ๐Ÿ’ฅ It's like, the future is now, and we're just getting started ๐Ÿ˜ƒ.
 
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