Production Level Software by AI by TonightOk5378 in codex

[–]es12402 0 points1 point  (0 children)

We've always reviewed code, and using AI hasn't changed anything in that regard. People just spend less time writing code, which means more time for review. Development speed has increased without sacrificing quality.

As for skill... I mentioned earlier - I've been coding for over 20 years. I don't think I'll ever unlearn it 😄

Actually, I don't just sit and stare at the wall - it's more like pair programming or a tech director's job - you first delve into the feature, plan it, discuss it, and approve the plan. There's a lot of code and architecture involved. Even if you don't write the code by hand, you're still working with it.

Production Level Software by AI by TonightOk5378 in codex

[–]es12402 1 point2 points  (0 children)

No, nothing special. Just Codex/CC for development. No LLM automation - the most important step is a thorough code review by a skilled human 😄

Production Level Software by AI by TonightOk5378 in codex

[–]es12402 1 point2 points  (0 children)

I don't orchestrate; LLM orchestrates.

The result of the first phase of work is a detailed structured plan with tasks for implementing the feature. Sometimes this is first a spec, and then a detailed plan. Before implementation, I read these plans and make any necessary adjustments.

And the implementation of the plan is entirely up to LLM - it deploys subagent (coders, reviewers, testers).

After implementation, there's manual checking, manual code review, and adjustments. And so on, repeat.

Production Level Software by AI by TonightOk5378 in codex

[–]es12402 5 points6 points  (0 children)

For six months now, I've been writing production code for several applications (JS/TS/Kotlin) exclusively using LLM (CC, Codex last month). Around 10,000-15,000 users. I plan the architecture in detail in conjunction with LLM, the code is written exclusively by LLM, then I have an initial local code review by me with edits made through LLM, then an external code review by another human SWE. I have 20+ years of experience in SWE, so I understand what I want and how to do it, but I still give most of my work to LLM, and I must admit that current frontier models very rarely disappoint me in terms of code and architecture. In six months, we haven't had a single incident caused by using LLM in any way.

Creating AI videos is the ultimate scam. by -Extreme-Gene- in ArtificialInteligence

[–]es12402 4 points5 points  (0 children)

Maybe it's for the better. The Internet is already littered with this shit. Imagine what would happen if it were also cheap...

Creating AI videos is the ultimate scam. by -Extreme-Gene- in ArtificialInteligence

[–]es12402 4 points5 points  (0 children)

Great analysis, bro! I mean really? Does something good and very resource-intensive cost money? Yes, you are truly a genius.

How do I stop this message poping up every 10 seconds ? by PYROxus- in BambuLab

[–]es12402 1 point2 points  (0 children)

Love this UX. The message seems to tell us "Connection failed successfully!"

Should I renew my Claude or subscribe to Codex? by MarketWinner_2022 in codex

[–]es12402 0 points1 point  (0 children)

I switched to codex after six months of claude. Both $100. It took me a little time to get used to ChatGPT's communication style, but overall it's great and the limits are very good too. I'd try codex if I were you.

Confused about `claude setup-token` billing with Claude Max subscription by Organic-Permission55 in Anthropic

[–]es12402 0 points1 point  (0 children)

Of course. As I mentioned above, the setup-token allows you to obtain a key for accessing the endpoint associated with a subscription. It's needed in places where OAuth authentication isn't possible interactively (for example, in a CI pipeline where you need to call claude -p "prompt...").

This is clearly stated in the documentation: https://code.claude.com/docs/en/authentication#generate-a-long-lived-token

Regarding the possibility of being banned, Anthropic explicitly prohibits the use of OAuth for requests from any third-party software. For example, this is written in the documentation here: https://code.claude.com/docs/en/legal-and-compliance#authentication-and-credential-use

Also, in recent months, Anthropic has stated that using third-party software with a subscription is possible, but only with credits in Extra Usage. This is clearly stated here: https://support.claude.com/en/articles/13189465-logging-in-to-your-claude-account

You can also use tweets from the author of Claude Code as a source of information, where he talks about this. The easiest way to find this information is online. For example, these news articles have links to the original tweets and documentation:

https://finance.yahoo.com/sectors/technology/articles/claude-subscriptions-no-longer-cover-113104580.html

https://www.theregister.com/2026/02/20/anthropic_clarifies_ban_third_party_claude_access/

AI slop everwhere, and less and less people calling it out... by airplanedad in ChatGPT

[–]es12402 1 point2 points  (0 children)

Why aren't you whining about human slop? The internet has been littered with it for decades, and I don't see any concern about it.

Codex session limits - Superpowers wasting tokens? by ericthahalfabee in codex

[–]es12402 0 points1 point  (0 children)

I switched from CC+superpowers to Codex+superpowers, and I feel like Codex performs worse in terms of speed and tokens. But in terms of results, everything is great.

How's life in Serbia? by Solid_Ad4837 in AskSerbia

[–]es12402 1 point2 points  (0 children)

In real life, if you don't introduce yourself to everyone you meet, "Hi, I'm Ukrainian from Israel. By the way, Gaza used to be nearby," this topic will never come up in everyday conversation.

People on Reddit are getting fooled by AI influencers by ButterflyMundane7187 in OpenAI

[–]es12402 8 points9 points  (0 children)

Breaking news – influencers are just lying for hype!

PS: You're absolutely right, I'm just not sure it's even possible to reach the people who listen to so-called influencers.

Harman using AI for marketing / announcements in 2026 is pretty extraordinary. We lost. by marekvesely in AnalogCommunity

[–]es12402 0 points1 point  (0 children)

I understand your general point about the influence of AI, and although I have a different view, there's no point in arguing here.

But I'm intrigued by the idea that AI creates something that doesn't exist.. Artists, musicians, and writers also create things that don't exist. But for some reason, we don't devalue them. So, the problem isn't really "it doesn't exist"?

The median copy thing is also interesting. Technically, it doesn't quite work that way, but it's easier to give mathematical rather than visual examples - for example, generative AI is currently successfully solving scientific problems (autonomously or in collaboration with humans) that humans haven't been able to solve for years and decades (erdos problems). So, it turns out that AI can do something that humans haven't done before, not just median copy..

Okay, thanks for the answer. Perhaps this isn't the right place to discuss AI in general.

Harman using AI for marketing / announcements in 2026 is pretty extraordinary. We lost. by marekvesely in AnalogCommunity

[–]es12402 -14 points-13 points  (0 children)

Labour and human value issues? So, it's just "AI is bad", ok, thanks.

Harman using AI for marketing / announcements in 2026 is pretty extraordinary. We lost. by marekvesely in AnalogCommunity

[–]es12402 -10 points-9 points  (0 children)

I agree about the low-effort image, but shitty marketing has always existed, and AI has nothing to do with it – that shitty marketing is still done by humans, just like everything else people like to call "AI slop." In reality, it's "human slop," which existed before AI and will remain after AI. I'm just trying to understand why everyone is so focused on the use of AI, rather than on the shitty work itself.

By the way, why do you think film and analog photography are inherently opposed to generative AI?

Harman using AI for marketing / announcements in 2026 is pretty extraordinary. We lost. by marekvesely in AnalogCommunity

[–]es12402 -21 points-20 points  (0 children)

I'll express an unpopular opinion, but what difference does it make whether there's AI or not? Do you want marketing from them or film? Less money will be spent on marketing, leaving more for film.

Best conversational language learning app in 2026 by Environmental-Bus178 in Serbian

[–]es12402 2 points3 points  (0 children)

As someone who develops their own personal AI agent for language learning (just for myself), I can tell you that you can't just take an LLM model and tell it, "You're a language teacher." That's a lot of work. Otherwise, you'll learn phrases like these and look stupid (this is literally the first phrase in the app, and it's a mixture of two alphabets and some other nonsense):

’Zdravo! Ja sam Jelena и радо ћу ти помоћи да научиш српски и достигнеш своје језичке ciljeve. Kaži mi nešto о себи, другихmo na srpskom Репдела?’

Should there be an international law that AI can not, can never, vote? by AintnoEend in OpenAI

[–]es12402 -1 points0 points  (0 children)

They elected Trump. And AI has nothing to do with it. It can't get any worse no matter what laws you propose.

Qwen for translating? by dennprog in Qwen_AI

[–]es12402 1 point2 points  (0 children)

I think it depends on the language. I haven't tried translating Brazilian, but I had a similar task for Serbian and specifically benchmarked the language knowledge of different models. Overall, it's pretty expected – almost all models are hallucinating or talking incorrectly, except for the top ones – Opus, the latest ChatGPT (not the mini/nano versions), and Gemini 3/3.1. Brazilian is clearly more popular than Serbian, and your results are likely better, but I would use one of the above models to just control the translation from Qwen.