Engineering Notes
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Kanalda asosan backend engineeringga oid postlar yozib boriladi. Ba'zi postlarda xatoliklar bor. Postlar foydali bo’lgan bo’lsa adminni duo qilib qo’ying. Rahmat. Contact: @Bobosher_Musurmonov LinkedIn: https://www.linkedin.com/in/bobosher-musurmonov
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频道帖子
| 2 | I pinch the airpods once, Youtube video on my laptop is paused.
I pinch it again, the video is still paused, now Yandex Music starts playing on my phone.
Am I expecting too much from a small startup like Apple? | 697 |
| 3 | The smartest kids in Kazakhstan should not be doing AI or maxxing out Claude.
AI products don't need government support. It's not hard to figure out how to write instructions. There is literally no point of all these "AI education" courses. Where the state matters is infrastructure, and the real bottleneck there is the energy sector. And we have a solution that is clean and sustainable - nuclear energy.
Kazakhstan is the world's largest producer and exporter of natural uranium, accounting for 40% (!) of global production. Yet we are not in the field at all - not a single stand on Digital Bridge. We're about to build our first nuclear stations, but they'll be designed and built by foreign partners. We should use our uranium as leverage to change that: make more of our own fuel, demand Kazakh engineers and suppliers in every contract, and make sure the people running these stations in 20 years are ours.
I see no peers of mine doing nuclear engineering or physics. So please, convince the smart young kids to pursue nuclear engineering or physics. | 752 |
| 4 | https://www.youtube.com/watch?v=9HIy5dJE-zQ | 1 280 |
| 5 | spa-net.com qiziq challange ekan, kun bo'yi "enter" bosishdan zerikkanda bosh qotirib ko'rishni tavsiya qilaman )) | 2 393 |
| 6 | Bizda odatda juma kunlarining ikkinchi yarmi ishga to'g'ridan-to'g'ri aloqador bo'lmagan narsalarni o'rganish, experiment qilib ko'rishga beriladi. 4-5 hafta oldin bir kunni HTTP QUERY bilan experiment qilishga ajratgandim.
Men duch kelgan asosiy muammolar L7 network infrada chiqdi (WAF, reverse proxy, load balancer, etc.), va juda ko'pchiligiga sabab shunchaki HTTP method nomlari softwareda hardcoded va hali query bu list/enumga qo'shilmagan. Masalan, nginxda limit_except'ga o'xshash method-based filterlar hali queryni support qilmaydi. Yoki yana bir misol ingress-nginx'da hali query default CORS allowed methodlarga qo'shilmagani uchun preflight requestlar fail bo'ldi.
Ko'pchilik web backend frameworklarda queryni native support qilish ustida uje ko'p narsa qilishayapti bilishimcha. O'zim ko'p ishlatadigan frameworklar ichida Flask bilan birorta muammo chiqmadi meni experimentimda, FastAPIda "technically" ishlayapti (class-based endpoint generationdan tashqari), lekin Djangoda hali ko'p ish qilish kerak.
Agar eski GET yoki POST endpointni QUERYga convert qilayotgan bo'lsangiz yana 1-2 ta tavsiya:
• Redirectlarni 307/308 qilaveringlar, 301/302 query bilan qanaqa ishlashi kerakligi bo'yicha hozircha standard yo'q bilishimcha.
• GET requestni cache qilish uchun URLni o'zi yetarli, lekin POST bilan QUERY uchun bodyniyam hash qilish kerak. Cache setupni albatta qayta tekshirib ko'ring.
• QUERY endpoint idempotent bo'lishi kerak, POST endpointni convert qilayotganda side effectlardan ehtiyot bo'laveringlar. | 1 794 |
| 7 | Yandex to’lov tizimi 2-3 oydan beri stabil ishlamayotgandi o’zi, butun to’liq o’chibdi shekilli )) | 1 975 |
| 8 | AI giant CEOs and tech influencers who have pushed for the development of AI “at any cost” are now all of a sudden saying we should slow down and regulate AI properly. I don’t know much about AI or finance, but to me it looks like either this is some sort of a damage control plan against the upcoming AI bubble pop, or more concerningly, something really really bad happened with one of their unreleased models. | 2 024 |
| 9 | Spent almost an entire day to come up with a shitty solution to https://spa-net.com/tasks/gate💀 | 2 298 |
| 10 | “ChatGPT for Academic Researchers” raised a lot of eyebrows when it was announced, and we’re already starting to see why. Although neither Buckmaster or Alpöge was on that program, the situation with Navier-Stokes equations is a clear example of corporate greed that has nothing to do with advancing science. | 2 141 |
| 11 | I don't think the people that are giving full credit to AI models for AI-assisted research results have ever done any scientific research. It's a bit more complex than "ChatGPT solve this problem, make no mistakes". | 2 128 |
| 12 |  “I turn now, good luck everybody else” | 2 629 |
| 13 |  没有文字... | 2 796 |
| 14 | So I've realized though Claude Desktop completely disabled all the models for me, Claude mobile app logged in to the same account has access to free models (I've noticed this just now because I rarely use Claude Mobile).
So, my first thought was that it's some sort of a cache invalidation issue. I restarted the app, didn't help. Logged out and logged back in, didn't help. But somehow it worked when I first logged out, restarted the app and then logged in. I guess that's the future we have to live in now. | 2 368 |
| 15 | 🏆 IOI 2026
Musobaqa yakunlandi va natijalar tasdiqlandi.
🇺🇿 O'zbekistonlik o'quvchilar 1ta kumush va 3ta bronza medallarini qo'lga kiritishdi.
Jumladan,
🥈 Kumush medal — Jaxonali Xaydaraliyev, Muhammad al-Xorazmiy maktabi, 9-sinf
🥉 Bronza medali — Timur Kadirbergenov, Nukus Prezident maktabi, 11-sinf
🥉 Bronza medali — Ulug'bek Rahmatullayev, Namangan Prezident maktabi, 11-sinf
🥉 Bronza medali — Jahongirshoh Avazxonov, Namangan Prezident maktabi, 10-sinf
Ma'lumot o'rnida, bu O'zbekiston tarixidagi eng yaxshi natija hisoblanadi.
To'liq natijalar:
- https://stats.ioinformatics.org/results/2026
🧑💻 @cp_uz | 2 050 |
| 16 | No no, I mean models that were free before I subscribed are now not available after I cancelled. | 1 894 |
| 17 | I've cancelled my Claude subscription and now I can't use even basic chat using Sonnet 5. Is it supposed to be like that? | 1 905 |
| 18 | https://www.youtube.com/watch?v=xOInz_gt2Fg | 2 127 |
| 19 |  New math discovery, more serious this time | 2 210 |
| 20 |  1 tonna kitoblarni ichida bizniyam nasiba bor ekan. Tashkilotchi, sponsorlarga rahmat. | 2 201 |
