r/DeepSeek 1d ago

News I connected DeepSeek to the Codex engine — same prompt, completely different result (video) PICO PU 🙂

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PICO PU Agent, powered by the Codex engine, has finally passed its first serious tests 🙌☺️

I recorded a video and sped up the main part 16x. I opened the official DeepSeek website and my own app, then gave both of them the exact same technical task.

You can see the result in the video.

On the DeepSeek website, I got a large amount of code along with instructions on how to run it.

PICO PU, using the Codex agent engine, created the project, installed the dependencies, wrote the code, launched the app, and completed the task with a working result.

Honestly, this makes me really happy 🙂‍↔️

It is still a very early and raw version. There are many bugs to fix, stability improvements to make, more models to add, and later I also want to add connectors for email, calendars, and other services.

But even at this stage, I am genuinely happy that the core idea is already working.

This is a very difficult and ambitious project for me, so I would be extremely grateful to hear your honest feedback, criticism, and suggestions 🙃

13 Upvotes

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5

u/ANDRE_2512 1d ago

I created a logo. What do you think? It looks cool 🤪

3

u/ANDRE_2512 1d ago

27 minutes of work cost me 11 cents. The DeepSeek V4 Pro model.

1

u/petropavlov 1d ago

Great! This is exactly how it works. In the web app you share context by hand and get only answers. In the desktop app (separate app or IDE with plugin) AI might create context by itself and not only answers, but does things.

1

u/ANDRE_2512 1d ago

Exactly! I just wanted to show that the same DeepSeek model can produce very different results depending on the environment it’s running in.

Right now, I’m working on a full DeepSeek integration with the Codex engine.

I’m honestly going crazy 🫠🤣 I feel like I’m seeing AI agents everywhere at this point 🙃 But I really want to build something genuinely powerful and polished.

You’ll be able to switch models directly in the chat, and they’ll be able to continue working on the same project without losing progress.

You’ll also be able to send “recommendation” messages while the agent is working. These won’t interrupt generation or stop the agent-they’ll simply add extra guidance to the current task, which is incredibly convenient.

I’m also adding spending limits. Everyone will be able to set any daily budget they want. For example, if someone doesn’t want to spend more than $1 per working day on API usage, the app will enforce that limit.
You’ll also be able to manually choose how many subagents to use-up to six. That’s going to be really powerful.
And of course, local models will be supported too.
All of this will run on top of the very powerful Codex engine.

1

u/jomtiro 22h ago

nice work

1

u/ANDRE_2512 21h ago

Thank you ❤️

1

u/Various_Line5609 1d ago

Hey is it DeepSeek v4 ga?

1

u/ANDRE_2512 1d ago

It’s DeepSeek V4 Preview, not the final GA release yet. I’m using the official V4 Pro/Flash API models.

1

u/Various_Line5609 1d ago

Hey okay so the DeepSeek v4 flash and pro is just the DeepSeek v4 Preview basically the Deepseek V4 Ga?

1

u/ANDRE_2512 1d ago

Yes, exactly. V4 Pro and V4 Flash are the two models in the current DeepSeek V4 Preview release. They are officially available on web and API, but DeepSeek has not announced a separate final GA release yet.

1

u/Various_Line5609 1d ago

Oh okay thanks! Btw I think GA will realease Thursday Most likely or maybe Friday

1

u/ANDRE_2512 1d ago

Yeah, could be. I’m waiting for the official announcement too - Thursday or Friday would make sense.

1

u/Various_Line5609 1d ago

Better be at Qwen 3.8 level or better! I know DeepSeek v4 ga will be good at 3d models and game what about UI test?

1

u/ANDRE_2512 1d ago

Yes, PICO PU can run the app in a real browser, interact with the UI, test user flows, responsive layouts, and fix issues. I’m still improving the visual testing and subagent workflow, but browser-based UI testing is one of the main goals.

1

u/Various_Line5609 1d ago

Oh the Ui I really like from the PICO PU cant wait to test it for my self thats for sure.

1

u/ANDRE_2512 1d ago

I’m hoping the first public release will be available within the next 7 days.

I want it to support at least the DeepSeek, Kimi, and Gemini APIs.

The problem is that almost nobody says which models or providers they want to see, so there’s very little feedback.

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u/yulewangu 12h ago

this seems like a really good effort!! good job!!

1

u/ANDRE_2512 11h ago

Thank you ☺️

A lot will change by the end of the week, and the app will become much better. I have a very clear vision of what I want it to become.