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Channel

KazDevOps

@DevOpsKaz

On this record: Growth · Engagement · Reactions · Stars · Posts · Posts edited after publishing · Citations · Cite this entry

6,646subscribers

+39 since we began measuring on 6 August 2026

Risers and fallers across the register · movement among entries of 3,162–10,000.

Register entry

Telegram ID-1001561449396
TypeChannel
Username@DevOpsKaz
CreatedBetween 1 August 2021 and 28 February 2023— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live24 August 2026
Measurements held9
Confirmed unchanged1 time, most recently 24 August 2026
On Telegramt.me/DevOpsKaz

Growth

6,6066,6466,6266 August 2026 — 6,607 subscribers6 August 2026 — 6,607 subscribers6 August 2026 — 6,606 subscribers9 August 2026 — 6,609 subscribers12 August 2026 — 6,611 subscribers15 August 2026 — 6,609 subscribers17 August 2026 — 6,606 subscribers20 August 2026 — 6,624 subscribers24 August 2026 — 6,646 subscribers6 August 202624 August 2026
9 measurements spanning 19 days, net +39. 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 6,600–6,652 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
24 Aug 2026, 20:146,646+22
20 Aug 2026, 19:566,624+18
17 Aug 2026, 22:526,606-3
15 Aug 2026, 00:056,609-2
12 Aug 2026, 01:446,611+2
9 Aug 2026, 05:516,609+3
6 Aug 2026, 12:236,606-1
6 Aug 2026, 05:006,607no change
6 Aug 2026, 04:536,607first reading

Engagement

34 posts held, back to 23 July 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 10 pagesof Telegram’s post history, 20 posts per page.

ERR · 30 days
17.5%
avg views ÷ 6,646 subscribers
Avg views / post
1,160
29 posts measured
Reaction rate
0.979%
reactions ÷ views · ER floor
Posts in window
30
of 34 held

ERR is average views per post over the last 30 days divided by subscribers, the definition TGStat uses, so this figure is comparable with the one you will see elsewhere. It falls structurally as a channel grows: a high ERR on a small channel and a low one on a large channel describe reach mathematics, not quality. We publish the figure and the sample it came from and pass no verdict on it.

ER is defined industry-wide as (forwards + reactions + comments) ÷ views— note the denominator is views, not subscribers. Telegram’s public web preview carries views and reactions but not forward or comment counts, so the reaction rate above is the reactions term only and is therefore a floor: the true ER for this channel is higher by an amount we have not measured and will not estimate.

What these figures were computed from
WindowRolling 30 days · latest post in window 20 August 2026
Posts held34 (23 July 202620 August 2026)
Views total33,695
Reactions total330
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken20 Aug 2026, 12:43 UTC

Views are a single reading per post, taken at the time above. A post published in the last day or two is still accumulating views, which pulls the 30-day average down slightly. That is a property of the standard definition rather than a fault in it, so we keep the definition rather than “correcting” the number into something nobody can reproduce.

Precision. Telegram publishes view counts on its public widget in short form — 8.12K, 3.7M — so any reading at or above 1,000 reaches us rounded to three significant figures, and only counts below 1,000 are exact. Averages and rates derived from them are shown to the same precision rather than to the unit: a figure like 3,701,250 would assert digits nobody measured.

Reaction counts are published per emoji and rounded the same way, so a total below 1,000 is exact and a larger one is a sum that may carry a rounded component from each emoji above 1,000. Because it is a sum, it does not look rounded — read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.

Reaction mix

343 reactions across 30 posts, in 8 distinct kinds. The most used accounts for 34.7% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
custom 532558741212499382811934.7%
custom 532573729789369214710430.3%
custom 52782666822283827643811.1%
custom 5325624018131259399298.45%
custom 5278694048654204670247.00%
custom 5282848647829036272216.12%
custom 532558216796992719251.46%
custom 527849858469256372530.875%

Custom emoji. Every row above is a 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 areTelegram’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 33 of the 34 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 372reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 34 most recent posts we hold, published 23 July 2026 to 20 August 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.

Telegram Stars

Stars received
27
across the posts below
Posts paid on
26
of 33 we hold a reading for · 79%
Most on one post
2
single highest reading

A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @DevOpsKaz. Telegram publishes the count on the public post preview alongside ordinary reactions, and this register reads it there. It is the only figure on this site that measures money moving rather than attention.

Stars are not reactions, and the two are never added. They are rendered in the same strip on Telegram and counted in the same shape, but one is a tap and the other is a purchase. The reaction totals and the engagement rate elsewhere on this page exclude every figure in this section, and no rate here is computed against a reaction count.

This is not revenue, and we publish no currency figure. What a Star costs a reader and what it pays a channel are different numbers, Telegram takes a share we cannot observe, and the terms have changed. Converting a Star count into money would be an estimate dressed as a measurement, so the count is where we stop.

Counted over the 34 most recent posts we hold for this entry, published 23 July 2026 to 20 August 2026. Star counts above 1,000 reach us in Telegram’s short form and carry the same three-significant-figure rounding as everything else on this page.

Recent posts

20 Aug 2026, 10:02 UTC353 views8 reactionsread 20 August 2026
Forwarded from @bailanystyPhoto

Реклама поверх экрана: где проходит граница операторского маркетинга На iPhone приходит «Важное сообщение оператора». Телефон просит разблокировать экран, чтобы его прочитать. Кажется, что речь идет о сети, SIM-карте или чем-то действительно срочном. Но после разблокировки Kcell предлагает подключить New Happy Bonus, участвовать в Perfect 10 и платить за услугу 90 тенге в день. Это не обычное SMS и не push из прил

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20 Aug 2026, 07:03 UTC578 views12 reactions1 Starread 20 August 2026
Photo

🔥 Новости мира DevOps, которые вы могли пропустить ⚪️ Rancher v2.15.0 — платформа для управления несколькими Kubernetes-кластерами Общедоступные (GA) провайдеры CAPI-инфраструктуры, наследование правил пространства имён для GlobalRoles, ограничения локальной аутентификации в UI при настройке EAP, новый быстрый интерфейс Workloads Overview и поддержка Kubernetes v1.36. ⚪️ Karpenter v1.14.0 — высокопроизводительный

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19 Aug 2026, 11:55 UTC920 views10 reactions1 Starread 20 August 2026

А вот и официальная причина инцидента GitHub: ​ Непосредственной причиной сбоя стало перенасыщение сетевого трафика на балансировщиках нагрузки в регионе Central US из-за нового пика активности. ​Первоисточником проблемы стал pod с sidecar-контейнером Istio: он уперся в лимиты по параллельным запросам и не смог корректно смасштабироваться (auto scale). Это произошло из-за ошибки в конфигурации политики масштабирова

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19 Aug 2026, 10:03 UTC854 views7 reactions1 Starread 20 August 2026
Photo

🔥 Постмортем: глобальный сбой сервисов GitHub 17 августа GitHub на неделе столкнулся с масштабным сбоем, который затронул разработчиков по всему миру и нарушил стандартные рабочие процессы. Ваши тоже, да? Разбираемся по порядку. Все началось с проблемы с производительностью, которая переросла в глобальную деградацию большинства ключевых сервисов. Команда GitHub обнаружила источник и начала восстановление. Инженеры

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19 Aug 2026, 07:04 UTC853 views11 reactions1 Starread 20 August 2026
Photo

🚀 Как внедрить AI в компании и не застрять на этапе пилота? 27 августа в 12:00 по Астане VK Cloud проведет онлайн-вебинар: «Как внедрить AI в компании: от первых сценариев к масштабируемой enterprise-архитектуре» Многие компании уже тестируют AI-инструменты, но при переходе к реальному внедрению появляются вопросы: как подготовить данные, выстроить архитектуру, подключить RAG, AI-агентов, GPU-инфраструктуру и при

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18 Aug 2026, 10:04 UTC951 views9 reactions1 Starread 20 August 2026

🔥 Подборка топовых IT-каналов ⚙️ Dev Boost — Самая огромная коллекция платных курсов, которые можно скачать бесплатно 👩‍💻 IT Books — Самая огромная библиотека книг 💻 Hacking & InfoSec Base — Крутой блог белого хакера 🛡 CyberGuard — Всё про ИБ 🤔 ИБ Вакансии — Всё, чтобы найти работу в ИБ 👩‍💻 linux administration — Всё про Линукс 👩‍💻 Программистика — Python, python и ещё раз python 👩‍💻 GameDev Base — Всё про Ga

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18 Aug 2026, 07:02 UTC≈1,090 views15 reactions1 Starread 20 August 2026
Photo

🔥 Harness от DeepSeek Не успело отгреметь последнее обновление DeepSeek, как на сцену вышло что-то куда более ценное. Сейчас это самый быстрорастущий репозиторий на GitHub: за 3 дня набрал 130к звёзд — хайп на уровне OpenClaw, который стал первым годным опенсорс-агентом. Плагином может быть всё, что вы только сможете представить. Модели, сессии, скиллы, песочницы, циклы и даже просто интерфейс. Относите в Harness,

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17 Aug 2026, 10:01 UTC≈1,000 views9 reactions1 Starread 20 August 2026
Photo

⚡️ Онлайн-митап CRISIS MANAGEMENT IN TECH COMPANIES — 18 августа Это встреча о финансовой и операционной модели, инвестициях, юнит-экономике и решениях о масштабировании или трансформации проекта. Митап пройдёт на английском языке — хороший повод совместить полезную бизнес-практику с профессиональным английским. 📅 18 августа, 19:00, онлайн и бесплатно 👈 Регистрация @DevOpsKaz 😛

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17 Aug 2026, 07:00 UTC≈1,010 views12 reactions1 Starread 20 August 2026
Photo

🔥 Безопасный AI-ассистент внутри кластера Пока все экспериментируют с агентами уровня доступа «всемогующий», мы предлагаем практическое руководство по созданию автономного, предназначенного только для чтения, AI-агента для кластера. Он использует GitHub Actions, Argo CD Image Updater. Работает внутри кластера, использует локальную модель и не передает данные за пределы сети. Агент не имеет прав на запись/изменение

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14 Aug 2026, 07:00 UTC≈1,270 views14 reactions1 Starread 20 August 2026

⚡️ Видео-экскурсия в дата-центр Пятница — самое время отвлечься от задач и посмотреть, как устроен современный ЦОД изнутри. 👈 Смотреть Видео проведет вас от машинных залов и сетевой инфраструктуры до самых секретных узлов. Увидите, как работают динамические ИБП, дизель-генераторы, чиллеры и система пожаротушения. Зайдете в серверную, посмотрите, в каких условиях работает оборудование в стойках. Послушаете о сете

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13 Aug 2026, 07:04 UTC≈1,220 views11 reactions1 Starread 20 August 2026
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🔥 Кейс Juz40: переход техподдержки образовательной платформы от 1 штатного DevOps к полноценному IT-отделу Мы в Core 24/7 часто рассказываем о модернизации инфраструктуры, миграции и аудите, но основная наша деятельность — это DevOps-поддержка. Мы заходим в проект, соблюдая все юридические тонкости, и берем его на поддержку + развитие. Целая команда из инженеров разного уровня трудится, чтобы у сервисов, которыми по

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12 Aug 2026, 07:01 UTC≈1,450 views15 reactions1 Starread 20 August 2026
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🔥 Cloud Native Community Day Almaty — уже завтра 👈 Зарегистрироваться на Cloud Native Community Day Встречаемся 13 августа в Almaty Hub, чтобы провести целый день в Сloud Native: от практической миграции виртуальных машин до технических докладов, живых обсуждений и after-party. Публикуем программу с таймингом. 10:00 — практический воркшоп Вместе с Тимуром Тукаевым, COO Aenix и одним из создателей Cozystack, разб

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Showing the 12 most recent of 34 posts we hold for @DevOpsKaz. 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.

Stars beside a post are paid reactions — Telegram Stars, bought with money and spent on that post. They are a different unit from reactions and are never added to them, here or anywhere else on this page.

Posts edited after publishing

@DevOpsKaz edited 1 post after it first published — the same permalink now carries different wording than the one this register originally read, caught because our own crawl held a copy of the earlier text.

An edit is not deception. Typo fixes, price updates and corrections look exactly like this too — this register can tell you the wording changed and when, not why. How this is measured.

First edit seen
20 August 2026
Most recent edit
20 August 2026

Citation-graph rank

Citation-graph rank — 42,903 of 1,602,822entries 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.

Forward network

Republishes

Channels on the register whose posts this channel has forwarded.

Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.

Mentions

Named by 13 registered channels — 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.

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 24 August 2026 — this entry's latest reading, not the date you are reading this.

“KazDevOps” (@DevOpsKaz), 6,646 subscribers as measured 24 August 2026. Telegram Register, tgregister.com/channel/DevOpsKaz.

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.