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Channel

ИИ Бизнес Ателье | Мастерская автоматизации и монетизации

@liruzanna

On this record: Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Cite this entry

267subscribers

-6 since we began measuring on 8 August 2026

Risers and fallers across the register · movement among entries of Under 1,000.

Register entry

Telegram ID-1003061977676
TypeChannel
Username@liruzanna
CreatedBetween 1 August 2025 and 31 October 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded8 August 2026
Last confirmed live30 August 2026
Measurements held4
Confirmed unchanged1 time, most recently 30 August 2026
On Telegramt.me/liruzanna

Growth

267274270.58 August 2026 — 273 subscribers9 August 2026 — 273 subscribers15 August 2026 — 274 subscribers30 August 2026 — 267 subscribers8 August 202630 August 2026
4 measurements spanning 22 days, net -6. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 266–275 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
30 Aug 2026, 18:47267-7
15 Aug 2026, 15:53274+1
9 Aug 2026, 04:11273no change
8 Aug 2026, 13:31273first reading

Engagement

20 posts held, back to 15 June 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 page of Telegram’s post history, 20 posts per page.

Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 20 posts for this entry, the most recent from 24 July 2026. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Video runtime
47s
Average length
24s

Measured directly from 2 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no mark.

Reaction mix

2,145 reactions across 20 posts, in 9 distinct kinds. The most used accounts for 26.7% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
custom 533907242831842794057226.7%
custom 531908944443372721541719.4%
33915.8%
custom 531216111242946895627312.7%
custom 51930294312868340002069.60%
custom 54406454757011282711888.76%
custom 52897111981141826511105.13%
custom 5289585797954041085261.21%
custom 5445230263095290042140.653%

Custom emoji. 8 of the rows above are Telegram custom emoji, which the public preview renders as an element carrying only a numeric id — no character, and no image we can reach. The id is printed as-is rather than substituted with a look-alike glyph, because a stand-in would be our invention showing where a measurement should be. The counts beside them are Telegram’s.

No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.

Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.

Coverage. Reactions were read on 20 of the 20 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 2,145 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 20 most recent posts we hold, published 15 June 2026 to 24 July 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.

Recent posts

24 Jul 2026, 08:45 UTC103 views104 reactionsread 8 August 2026

Posted without readable text

custom 533907242831842794039custom 528971119811418265134custom 531908944443372721525custom 531216111242946895641custom 51930294312868340001

23 Jul 2026, 11:09 UTC105 views101 reactionsread 8 August 2026

Вчера разбирали анкету девушки 👩41 год Бухгалтер Два высших образования Хороший опыт работы, но есть проблема. Последние время доход не то, что не растет, а наоборот падает, из-за того, что компании которые она ведет закрываются. Рассматривает только удаленную работу. Первый вопрос 🗨 Мне еще не поздно заходить в новые профессии связанные с ИИ? Когда мы начали разбирать её опыт, оказалось, что для некоторых направле

custom 531908944443372721530custom 533907242831842794027custom 54406454757011282712511custom 51930294312868340004custom 53121611124294689564

22 Jul 2026, 10:25 UTC88 views107 reactionsread 8 August 2026

Почему 90% людей так и не начнут и нет, это не мотивационный пост, а мои реальные наблюдения За последние месяцы мои посты прочли несколько сотен человек Кто-то интересовался AI QA Кто-то спрашивал про удаленную работу Кто-то про Telegram Mini Apps Кто-то про AI-агентов И практически все задают одинаковый вопрос 🤔 С чего начать? Но почти никто не задает второй вопрос 💛 Что я готов делать каждый день следующие

33custom 531908944443372721530custom 531216111242946895629custom 53390724283184279407custom 51930294312868340003custom 54452302630952900423custom 54406454757011282712

21 Jul 2026, 11:57 UTC78 views107 reactionsread 8 August 2026

Posted without readable text

33custom 531908944443372721532custom 533907242831842794030custom 53121611124294689567custom 54452302630952900423custom 51930294312868340002

17 Jul 2026, 13:01 UTC120 views94 reactionsread 8 August 2026

Posted without readable text

custom 533907242831842794033custom 531908944443372721525custom 54406454757011282712010custom 53121611124294689564custom 51930294312868340002

16 Jul 2026, 08:20 UTC111 views95 reactionsread 8 August 2026
Video

Не всем нужна новая профессия, иногда нужен просто дополнительный доход Причём не через маркетплейсы, склады, подработки по вечерам или вторую работу Вот вам один из инструментов, которым сейчас активно пользуются мои коллеги. Результат вас впечатлит, меньше чем за 20 минут можно собрать вот такой сайт 🌐https://neurostetika.ai.studio/ С калькулятором, с интерактивными блоками, с генерацией идей и доп. функционалом.

custom 533907242831842794033custom 519302943128683400026custom 544064547570112827115custom 53121611124294689568custom 544523026309529004254custom 53190894444337272154

14 Jul 2026, 10:00 UTC119 views105 reactionsread 8 August 2026
Video

Немного из личного 📚 Реализую задумку, которую вынашиваю уже больше двух лет. За это время появились новые нейросети, AI-агенты и десятки инструментов, но сама идея осталась прежней… Мне всегда казалось, что самые важные истории нашей жизни обычно живут либо в памяти, либо где-то среди тысяч фотографий в телефоне ❤️ История первой любви 🎓 История дружбы длиной в десятки лет 👪 Семейные истории 😋 Воспоминания о детс

custom 533907242831842794037custom 531908944443372721530custom 5312161112429468956286custom 51930294312868340002custom 54452302630952900422

13 Jul 2026, 09:16 UTC123 views108 reactionsread 8 August 2026

За неделю, пока я отдыхала на Красной Поляне и практически не заходила в Telegram, ничего не изменилось AI Trainer по-прежнему ищут. AI QA по-прежнему ищут. Project Assistant по-прежнему ищут. А вот количество людей, которые не понимают с чего начать, кажется только растет. После последних постов я получила десятки вопросов, но если убрать формулировки, большинство из них сводятся к одному 🗣️ Хорошо, я увидел новые

custom 531216111242946895638custom 531908944443372721532custom 53390724283184279402511custom 51930294312868340002

3 Jul 2026, 05:51 UTC179 views132 reactionsread 8 August 2026

Продолжаем разбирать требования работодателей После Jira давайте поговорим ещё об одном термине, который часто встречается в вакансиях тестировщиков и специалистов по контролю качества. 📌 Bug Report Если перевести на русский язык, это отчёт об ошибке Представьте ситуацию, Вы тестируете AI-бота, Спрашиваете 🖂 Какая столица Австралии? А бот отвечает 🗨 Сидней Хотя правильный ответ Канберра Просто написать разработ

custom 533907242831842794048custom 531216111242946895641custom 5319089444433727215374custom 51930294312868340001custom 54452302630952900421

2 Jul 2026, 09:46 UTC149 views115 reactionsread 8 August 2026

Еще год назад люди покупали курсы по нейросетям за сотни долларов. Сегодня одна из крупнейших AI-компаний в мире бесплатно выдает обучение и сертификаты Claude (Anthropic) открыл более 15 бесплатных курсов ➯ AI Fluency AI-грамотность (владение ИИ-инструментами) ➯ Claude 101 (вводный курс по Claude) ➯ AI Agents ИИ-агенты ➯ MCP (Model Context Protocol / Протокол контекста модели) ➯ Claude Code (инструмент для программ

47custom 533907242831842794035custom 531908944443372721528custom 53121611124294689564custom 51930294312868340001

2 Jul 2026, 09:46 UTC102 views32 reactionsread 8 August 2026
Sticker

Sticker, posted without a caption

18custom 52897111981141826518custom 53121611124294689566

26 Jun 2026, 08:22 UTC187 views128 reactionsread 8 August 2026

👨‍💻 Перейдём к требованиям работодателей Практически в каждой второй вакансии для ☐ AI QA (специалист по тестированию ИИ) ☐ AI Project Assistant ☐ Product Assistant ☐ Project Manager ☐ AI Operations можно встретить одно и то же требование 📌 знание Jira Поэтому давайте разберёмся, что это такое и почему работодатели обращают на неё столько внимания. Если совсем простыми словами, Jira это система управления задачам

custom 519302943128683400043custom 528971119811418265142custom 544064547570112827126custom 531216111242946895613custom 533907242831842794021custom 53190894444337272151

Showing the 12 most recent of 20 posts we hold for @liruzanna. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.

Citation-graph rank

Citation-graph rank — 111,131 of 1,629,571 entries in the measured graph. A weighted position computed from the forward and mention edges below — republished posts weigh more than named mentions — and recomputed periodically, over the whole graph. Published only as this ordinal position, never as a score: a position is a fact, and a score printed beside one channel’s name would read as a verdict this register does not make. The two counts beneath stay separate for the same reason mentions are never summed with forwards anywhere else on this page — a named-by count costs nothing to manufacture. The top 100 by this measure, or how it is computed.

Mentions

Named by 1 registered channel — every channel on the register whose own posts have named this one, by its current username or any other username it currently holds, merged from two separately captured readings of the same fact so a namer caught by only one of them is not missed and a namer both caught is not counted twice. A username this channel has since dropped is not matched — that handle may belong to someone else now, and crediting today’s namer to yesterday’s owner would misattribute it.

Named by

Channels on the register whose posts name this channel's handle.

Names

Channels on the register whose handles appear in this channel's posts.

A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.

Cite this entry

A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 30 August 2026 — this entry's latest reading, not the date you are reading this.

“ИИ Бизнес Ателье | Мастерская автоматизации и монетизации” (@liruzanna), 267 subscribers as measured 30 August 2026. Telegram Register, tgregister.com/channel/liruzanna.

Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.