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Channel

Усатая база: продукты, смыслы, реальный IT-бизнес

@mustache_records

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

64subscribers

-2 since we began measuring on 7 August 2026

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

Register entry

Telegram ID-1003521028494
TypeChannel
Username@mustache_records
CreatedBetween 1 December 2025 and 23 April 2026 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded10 August 2026
Last confirmed live12 September 2026
Measurements held4
Confirmed unchanged1 time, most recently 12 September 2026
On Telegramt.me/mustache_records

Growth

6466657 August 2026 — 66 subscribers10 August 2026 — 66 subscribers20 August 2026 — 65 subscribers12 September 2026 — 64 subscribers7 August 202612 September 2026
4 measurements spanning 37 days, net -2. 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 64–66 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
12 Sept 2026, 15:3664-1
20 Aug 2026, 14:0465-1
10 Aug 2026, 01:4666no change
7 Aug 2026, 00:4666first reading

Engagement

14 posts held, back to 23 April 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 14 posts for this entry, the most recent from 30 July 2026. An engagement rate over an empty window would be a number about nothing.

Reaction mix

60 reactions across 13 posts, in 10 distinct kinds. The most used accounts for 35.0% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
2135.0%
🔥1016.7%
😁1016.7%
👍813.3%
👏35.00%
🌚23.33%
💅23.33%
💯23.33%
11.67%
👾11.67%

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 13 of the 14 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 60 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 14 most recent posts we hold, published 23 April 2026 to 30 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.

Telegram Stars

Stars received
6
across the posts below
Posts paid on
2
of 13 we hold a reading for · 15%
Most on one post
5
single highest reading

A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @mustache_records. 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 14 most recent posts we hold for this entry, published 23 April 2026 to 30 July 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

30 Jul 2026, 09:30 UTC38 views1 reactionsread 10 August 2026
Photo

Пример онбординг-документа, который агент создаёт по каждому направлению и обновляет периодически. На скриншоте речь идёт не о проекте, а об отделе маркетинга.

1

30 Jul 2026, 09:28 UTC33 views3 reactionsread 10 August 2026
Photo

К предыдущему посту. Примеры реакций и переписки агента в чатах.

🔥3

30 Jul 2026, 09:17 UTC35 views4 reactions1 Starread 10 August 2026

Ребята из нашей команды маркетинга описали наш внутренний ИИ-продукт, которым мы сейчас пользуемся, и выпустили про него статью в блоге 🚀 Rocket Tech. Мы называем продукт Tacit Knowledge System (система хранения неявных знаний), а агент, который сидит в чатах и ходит на созвоны, зовется Тэс. Продукт решает главные боли любых «умных» и продолжительных проектов: передачу неявных знаний и мониторинг. Причём в удобном

3👏1

8 May 2026, 12:36 UTC78 views5 reactionsread 10 August 2026

Питание для мозга на длинных выходных Чтобы в голове появились мысли, в неё нужно закинуть новую информацию и дать ей настояться. Выкладываю краткий конспект подкаста ученых Алексея Семихатова, Владимира Сурдина и эксперта из Яндекса Александра Крайнова о будущем искусственного интеллекта. Это отличная пища для размышлений, пока есть время глубоко погрузиться в тему. Развитие и будущее ИИ Сейчас ИИ эволюционирует б

👍32

6 May 2026, 08:19 UTC306 views2 reactionsread 10 August 2026
Photo

Привет! Ищу аналитика (или человека с крепким аналитическим бэкграундом) для верификации данных по финтех-рынку 5 стран ЦА + Азербайджан. ИИ-агенты уже собрали основной массив информации, но так как контент премиальный, нужен глубокий фактчекинг цифр и выводов. В общем: • Задача: разовый проект, оплачиваемый. • Срок: около 2 недель (времени с запасом, если работать неспешно по вечерам). • Контакт: @olegaznak

2

5 May 2026, 10:59 UTC78 views7 reactionsread 10 August 2026

Думаю, мы сейчас находимся в моменте, когда ручная работа (в том числе плохая) неоправданно романтизируется, а автоматизированная (даже идеальная) заранее обесценивается. Нейростыд это называется, или AI-shame. Качество должно определяться результатом, а не объемом пролитого пота и количеством натертых мозолей.

3👍2💯2

5 May 2026, 07:48 UTC88 views3 reactionsread 10 August 2026
Photo

Устаревший канбан, заточенный на производство. И актуальный таймлайн, направленный на дистрибуцию и управление.

👍21

5 May 2026, 07:47 UTC97 views6 reactionsread 10 August 2026

Наблюдения из работы с агентами Занимаюсь сейчас автоматизацией создания и выпуска контента, так называемой "контент-машиной". Первая версия конвейера строилась с оглядкой на низкое доверие к агентам. Соответственно, она имела несколько точек человеческого контроля: на входе (проверка того, что насобирал робот-скаут), на этапе редактуры (что написал агент-редактор и какую картинку нарисовал агент-дизайнер) и где-то

🔥32👍1

30 Apr 2026, 09:40 UTC107 views6 reactionsread 10 August 2026
Photo

О смене привычек В Алматы еще пять лет назад водитель, который отказывался выезжать на забитый перекресток, рисковал оглохнуть от возмущенных гудков. А сегодня – ничего, все стоят и терпеливо ждут. Общество трансформируется, и паттерны поведения тоже. Бизнесу важно замечать эти сдвиги: регулярно проводить аудит продукта и заново изучать своих потребителей.

5👾1

24 Apr 2026, 13:29 UTC123 views3 reactions5 Starsread 10 August 2026

Наше исследование пользовательских мнений по отдельным сегментам продуктов, входящих в экосистемы, на самом деле, вышло не только в виде дашборда, но и в виде коротких текстовых статей. В них можно найти интересные инсайты, взять их на проверку со своими клиентами, или придумать на их базе собственный продукт. 1. Платежи и переводы Когнитивный перегруз: Интерфейсы Freedom или Halyk кажутся им перегруженными, со сли

🔥3

24 Apr 2026, 09:02 UTC84 views3 reactionsread 10 August 2026
Photo

Ситуация на рынке облачных коммерческих LLM.

21

Showing the 12 most recent of 14 posts we hold for @mustache_records. 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.

Forward network

Republished by

Channels on the register that have forwarded this channel's posts into their own feed.

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.

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 12 September 2026 — this entry's latest reading, not the date you are reading this.

“Усатая база: продукты, смыслы, реальный IT-бизнес” (@mustache_records), 64 subscribers as measured 12 September 2026. Telegram Register, tgregister.com/channel/mustache_records.

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.