Telegram RegisterThe public register of Telegram

Channel

Системная лаборатория AI

@keeperblog

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

57subscribers

+0 since we began measuring on 10 August 2026

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

Register entry

Telegram ID-1003300206728
TypeChannel
Username@keeperblog
DescriptionО trip2g.com и продуктах сверху. Где-то тут зарыты деньги. Еще буквально пару метров прокопать... Лог разработки: @trip2gdev
CreatedBetween 1 November 2025 and 28 February 2026— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded10 August 2026
Last confirmed live10 August 2026
Measurements held2
On Telegramt.me/keeperblog

Growth

5710 Aug 2026, 02:46 — 57 subscribers10 Aug 2026, 06:46 — 57 subscribers10 Aug 2026, 02:4610 Aug 2026, 06:46
2 measurements taken within a single day. 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 56–58 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
10 Aug 2026, 06:4657no change
10 Aug 2026, 02:4657first reading

Engagement

6 posts held, back to 16 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 1 pageof Telegram’s post history, 20 posts per page.

ERR · 30 days
132.7%
avg views ÷ 57 subscribers
Avg views / post
75.7
6 posts measured
Reaction rate
5.07%
reactions ÷ views · ER floor
Posts in window
6
of 6 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 9 August 2026
Posts held6 (16 July 20269 August 2026)
Views total454
Reactions total23
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken10 Aug 2026, 06:46 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.

What this channel posts

Photos
89
Videos
20
Links
79

Lifetime counters from Telegram’s own channel header, read 10 August 2026 — not the date at the top of this page, which is when the subscriber count was last read. Below Telegram’s rounding threshold, so these counts are exact.

Video runtime
1m 47s
Average length
36s

Measured directly from 3 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

23 reactions across 6 posts, in 7 distinct kinds. The most used accounts for 26.1% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
😁626.1%
👍521.7%
417.4%
🔥313.0%
👏28.70%
🙏28.70%
❤‍🔥14.35%

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 6 of the 6 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 23reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 6 most recent posts we hold, published 16 July 2026 to 9 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.

Recent posts

9 Aug 2026, 09:56 UTC21 views3 reactionsread 10 August 2026
Video

Проблема: - Kling Avatar делает сносный липсинк и движение персонажа, но не умеет анимировать фон - Kling i2v генерит класные сцены, но без липсинка. Попробовал собрать видео из 3 разных слоев: - анимированный задний фон - персонаж (зачем-то нейронка сделала его шагающим) - дым перед персонажем Получается как в играх на консолях - несколько разных слоев картинки, которые создают цельную картинку. * каждое видео

🔥2❤‍🔥1

2 Aug 2026, 05:32 UTC86 views5 reactionsread 10 August 2026
Photo

Не благодари, пес. Хочется строить свой личный бренд, но не хочется светить ликом. Хочется говорить на скользкие темы, но не хочется светить лицом. Хочется говорить, но камера, свет и стиль жизни цифрового кочевника не позволяют. Может, стыдно, может, ещё что. ИИ позволяет придумать себе альтер-эго как персонажа и использовать этого персонажа для ИИ-сериала. Запартнёрились с продюсером и собираем услугу «личный бре

👏2😁2🔥1

31 Jul 2026, 07:11 UTC83 views8 reactionsread 10 August 2026
Photo

Что чувствует инженер после двух месяцев вайбкодинга без результата? Все мои хотелки утонули в багах. На этой неделе просто выдохнул, вспомнил основную функцию своего проекта - кнопка "создать hermes агента". И стал делать именно ее. Полная концентрация на функции за которую реально платят. Проверяю каждую строчку написанную агентом. Любой недосмотр разрастается как раковое образование: банально Claude Code пишет л

😁42🙏2

20 Jul 2026, 12:50 UTC101 views2 reactionsread 10 August 2026
Video

Нашел еще один интересный способ делать видео: - генерирую озвучку по сценарию в ElevenLabs и получаю разметку: на какой секунде было сказано каждое слово - к этой временной шкале можно привязать HTML & CSS & JS анимацию: на этой секунде такой квадрат, потом другой и так далее - описываю сцену из головы - анимацию можно привязать напрямую к ползунку аудио: перематываешь звук - двигается и картинка Такое «видео» мен

👍2

19 Jul 2026, 07:05 UTC81 views1 reactionsread 10 August 2026
Photo

Агенту можно отдать запись видео с багами, а не писать текстом или аудио - открытие недели. Аудио + скрины в одном флаконе. Уже писал тут, что агент при автономной съемке демо-видео натыкается на баги и получается интересный QA. У подхода есть проблема - агент часто не видит ошибок. Ошибки видны только на финальном видео. Сегодня руками записал видео теста коробки. Словил десяток багов - демо неудачное. Но погоди…

👍1

16 Jul 2026, 03:57 UTC82 views4 reactionsread 10 August 2026
Photo

Пытаюсь очнуться от месяца вайбкодинга. Бесконечные релизы лучших моделей, сбросы лимитов на нескольких подписках и желание сделать тот самый продукт мечты вместо одного шага вперед. Немного порвался. Как вылазить из теплой постели и идти печку растапливать. Стал лучше понимать как будто начальников и бизнес в целом. Нейронке ставится задача. Нейронка делает задачу. Нейронку спрашиваешь: задача сделана круто? Конечн

2👍2

Showing the 6 most recent of 6 posts we hold for @keeperblog. 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 — 153,174 of 1,160,990entries 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

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.

Mentions

Named by 3 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 10 August 2026 — this entry's latest reading, not the date you are reading this.

“Системная лаборатория AI” (@keeperblog), 57 subscribers as measured 10 August 2026. Telegram Register, tgregister.com/channel/keeperblog.

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.