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A Research Preview of Codex

openai.com

161–170 of 487 posts

Re: A Research Preview of Codex

#161
post #64
post #40

I'm curious how many ICs are truly excited about these advancements in coding agents. It seems to me the general trend is we become more like PMs managing agents and reviewing PRs, all for the sake of productivity gains. I imagine many engineers are like myself in that they got into programming because they liked tinkering and hacking and implementation details, all of which are likely to be abstracted over in this n…

I see it differently. Like a kid with legos. We had to tinker piece by piece to build a miniature castle. Over many hours. Now I can tinker concept by concept, and build much larger castles, much faster. Like waving a wand, seeing my thoughts come to fruition in near real time. No vanity lost in my opinion. Possibly more to be gained.

Factorio blueprints in action.

Re: A Research Preview of Codex

#162
post #159

Earlier quoted context omitted.

Cool. Putting vision in the loop is a great idea. Ambitious idea, but I like it.

SmolVLM, Gemma, LlaVa, in case you wanna play with some of the ones i've tried. https://huggingface.co/blog/smolvlm recently both llama.cpp and ollama got better support for them too, which makes this kind of integration with local/self-hosted models now more attainable/less expensive

also this for the visual regression testing parts, but you can add some AI onto the mix ;) https://github.com/lost-pixel/lost-pixel

Re: A Research Preview of Codex

#163

Some engineers on my team at Assembled and I have been a part of the alpha test of Codex, and I'll say it's been quite impressive. We’ve long used local agents like Cursor and Claude Code, so we didn’t expect too much. But Codex shines in a few areas: Parallel task execution: You can batch dozens of small edits (refactors, tests, boilerplate) and run them concurrently without context juggling. It's super nice to run…

If you aren't hiring junior engineers to do these kinds of things, where do you think the senior engineers you need in the future will come from? My kid recently graduated from a very good school with a degree in computer science and what she's told me about the job market is scary. It seems that, relatively speaking, there's a lot of postings for senior engineers and very little for new grads. My employer has hired…

[deleted]

Re: A Research Preview of Codex

#164
post #145

Earlier quoted context omitted.

If you aren't hiring junior engineers to do these kinds of things, where do you think the senior engineers you need in the future will come from? My kid recently graduated from a very good school with a degree in computer science and what she's told me about the job market is scary. It seems that, relatively speaking, there's a lot of postings for senior engineers and very little for new grads. My employer has hired…

I don't think jobs are necessarily a good plan at all anymore. Figure out how to leverage AIs and robots as cheap labor, and sell services or products. But if someone is trying to get a job, I get the impression that networking helps more than anything.

Yeah, the value of the typical job application meta is trending to zero very quickly. Entrepreneurship has a steep learning curve; you should start learning it as soon as possible. Don't waste your time learning to run a straight line - we're entering off-road territory.

Re: A Research Preview of Codex

#165

Some engineers on my team at Assembled and I have been a part of the alpha test of Codex, and I'll say it's been quite impressive. We’ve long used local agents like Cursor and Claude Code, so we didn’t expect too much. But Codex shines in a few areas: Parallel task execution: You can batch dozens of small edits (refactors, tests, boilerplate) and run them concurrently without context juggling. It's super nice to run…

If you aren't hiring junior engineers to do these kinds of things, where do you think the senior engineers you need in the future will come from? My kid recently graduated from a very good school with a degree in computer science and what she's told me about the job market is scary. It seems that, relatively speaking, there's a lot of postings for senior engineers and very little for new grads. My employer has hired…

[deleted]

Re: A Research Preview of Codex

#166

Some engineers on my team at Assembled and I have been a part of the alpha test of Codex, and I'll say it's been quite impressive. We’ve long used local agents like Cursor and Claude Code, so we didn’t expect too much. But Codex shines in a few areas: Parallel task execution: You can batch dozens of small edits (refactors, tests, boilerplate) and run them concurrently without context juggling. It's super nice to run…

CTO of an AI agents company (which has worked with AI labs) says agents works fine. Nothing new under the sun.

Re: A Research Preview of Codex

#167
post #156

Earlier quoted context omitted.

If you aren't hiring junior engineers to do these kinds of things, where do you think the senior engineers you need in the future will come from? My kid recently graduated from a very good school with a degree in computer science and what she's told me about the job market is scary. It seems that, relatively speaking, there's a lot of postings for senior engineers and very little for new grads. My employer has hired…

This is a bit of a game theory problem. "Training senior engineers" is an expensive and thankless task: you bear essentially all the cost, and most of the total benefit accrues to others as a positive externality. Griping at companies that they should undertake to provide this positive externality isn't really a constructive solution. I think some people are betting on the fact that AI can replace junior devs in 2-5…

With Agentic RL training and sufficient data, AI operating at the level of average senior engineers should become plausible in a couple to a few years.

Top-tier engineers who integrate a deep understanding of business and user needs into technical design will likely be safe until we get full-fledged AGI.

Re: A Research Preview of Codex

#168

When it runs the code I assume it does so via a docker container, does anyone know how it is configured? Assuming the user hasn't specified an AGENTS.md file or a Dockerfile in the repo. Does it generate it via LLM based on the repo, and what it thinks is needed? Does it use static analysis (package.json, requirements txt, etc)? Do they just have a super generic Dockerfile that can handle most envs? Combination of di…

More about that here! https://platform.openai.com/docs/codex#advanced-configuratio...

Re: A Research Preview of Codex

#169

Earlier quoted context omitted.

If you aren't hiring junior engineers to do these kinds of things, where do you think the senior engineers you need in the future will come from? My kid recently graduated from a very good school with a degree in computer science and what she's told me about the job market is scary. It seems that, relatively speaking, there's a lot of postings for senior engineers and very little for new grads. My employer has hired…

The never ending march of progress. It's probably over for these folks. There will likely(?, hopefully?) be new adjacent gradients for people to climb. In any case, I would worry more about your own job prospects. It's coming for everyone.

It's his daughter. He is worried about his daughter first and foremost. Weird reply.

Re: A Research Preview of Codex

#170
post #117

Earlier quoted context omitted.

If you aren't hiring junior engineers to do these kinds of things, where do you think the senior engineers you need in the future will come from? My kid recently graduated from a very good school with a degree in computer science and what she's told me about the job market is scary. It seems that, relatively speaking, there's a lot of postings for senior engineers and very little for new grads. My employer has hired…

> If you aren't hiring junior engineers to do these kinds of things, where do you think the senior engineers you need in the future will come from? They'll probably just need to learn for longer and if companies ever get so desperate for senior engineers then just take the most able/experienced junior/mid level dev. But I'd argue before they do that if companies can't find skilled labour domestically they should cons…

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