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Channel

Curious Scan

@curiousscan

On this record: Topic · Growth · Engagement · Reactions · Posts · Cite this entry

2,694subscribers

+1,150 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 1,000–3,162.

Register entry

Telegram ID-1002742559049
TypeChannel
Username@curiousscan
CreatedBetween 1 June 2025 and 31 August 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live10 October 2026
Measurements held17
Confirmed unchanged1 time, most recently 10 October 2026
On Telegramt.me/curiousscan

Topic

Technology — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 15 September 2026 and assigned it the closest of 31 fixed categories, at 100% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and why it has no browse page of its own yet.

Growth

1,5442,6942,1197 August 2026 — 1,544 subscribers7 August 2026 — 1,544 subscribers8 August 2026 — 1,548 subscribers11 August 2026 — 1,576 subscribers14 August 2026 — 1,612 subscribers17 August 2026 — 1,714 subscribers20 August 2026 — 1,792 subscribers24 August 2026 — 1,876 subscribers27 August 2026 — 1,939 subscribers30 August 2026 — 1,994 subscribers3 September 2026 — 2,095 subscribers8 September 2026 — 2,277 subscribers12 September 2026 — 2,422 subscribers17 September 2026 — 2,511 subscribers25 September 2026 — 2,590 subscribers5 October 2026 — 2,665 subscribers10 October 2026 — 2,694 subscribers7 August 202610 October 2026
17 measurements spanning 64 days, net +1,150. 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 1,372–2,867 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
10 Oct 2026, 21:412,694+29
5 Oct 2026, 01:192,665+75
25 Sept 2026, 18:382,590+79
17 Sept 2026, 01:382,511+89
12 Sept 2026, 20:412,422+145
8 Sept 2026, 19:552,277+182
3 Sept 2026, 06:252,095+101
30 Aug 2026, 17:051,994+55
27 Aug 2026, 22:521,939+63
24 Aug 2026, 13:341,876+84
20 Aug 2026, 14:561,792+78
17 Aug 2026, 17:471,714+102
14 Aug 2026, 16:041,612+36
11 Aug 2026, 13:331,576+28
8 Aug 2026, 07:241,548+4
7 Aug 2026, 21:321,544no change
7 Aug 2026, 19:451,544first reading

Engagement

20 posts held, back to 27 July 2026 — the 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 7 August 2026. An engagement rate over an empty window would be a number about nothing.

Reaction mix

33 reactions across 11 posts, in 3 distinct kinds. The most used accounts for 84.8% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤2884.8%
👍39.09%
🔥26.06%

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 12 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 33 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 27 July 2026 to 7 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

2 Aug 2026, 15:57 UTC556 views3 reactionsread 7 August 2026
Photo

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❤3

2 Aug 2026, 15:56 UTC499 views2 reactionsread 7 August 2026
Photo

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🔥2

2 Aug 2026, 15:56 UTC460 views3 reactionsread 7 August 2026
Photo

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❤3

2 Aug 2026, 15:55 UTC411 views3 reactionsread 7 August 2026
Photo

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❤3

2 Aug 2026, 15:26 UTC333 viewsread 7 August 2026
Photo

✦ Learn AI From the Ground Up ✦ Maths, CS & AI Compendium is a free, open-source handbook that teaches everything from mathematics and computer science to modern AI with an intuition-first approach. It also includes an MCP server so AI coding assistants can use it as a knowledge base. ● Covers maths, CS, ML, LLMs, systems, and AI engineering ● 20 structured chapters from beginner to advanced ● Includes an MCP serve…

2 Aug 2026, 15:26 UTC311 views0 reactionsread 7 August 2026
Photo

✦ Open-Source AI Workspace ✦ Buzz is an open-source workspace where humans and AI agents collaborate in shared rooms with built-in coding, workflows, and project management. ● Self-host your own AI collaboration platform ● Humans and AI agents work in the same workspace ● Built-in code reviews, workflows, voice huddles, and project channels ● Supports agents like Claude Code, Codex, Goose, and more ● Apache 2.0 lic…

2 Aug 2026, 15:25 UTC325 viewsread 7 August 2026
Photo

✦ Stop AI Agents From Deleting Your Code ✦ Destructive Command Guard (dcg) is a free, open-source tool that blocks dangerous shell and Git commands before AI coding agents can execute them. ● Blocks commands like "rm -rf" and "git reset --hard" ● Works with Claude Code, Codex, Cursor, Gemini CLI, Copilot, Hermes, and more ● Supports 50+ security packs for Docker, Kubernetes, databases, and cloud tools ● Easy one-co…

2 Aug 2026, 15:24 UTC280 viewsread 7 August 2026
Video

✦ Kudu: Open-Source PC Maintenance Suite ✦ Kudu is a free, open-source system maintenance tool for Windows, macOS, and Linux. ● Clean junk files and free up storage ● Privacy and security scanning ● Startup and app management ● Malware and vulnerability checks ● No ads, no bloat, MIT licensed ★ github.com/AdventDevInc/kudu ✦ Stay Curious | @𝙘𝙪𝙧𝙞𝙤𝙪𝙨𝙨𝙘𝙖𝙣 ✦

2 Aug 2026, 15:24 UTC269 viewsread 7 August 2026
Photo

✦ Optimize Windows in One Click ✦ This is a free, open-source Windows optimization tool focused on improving performance, privacy, and system responsiveness. ● Remove unnecessary Windows bloat ● Apply performance and privacy tweaks ● Disable unwanted telemetry ● Restore changes when needed ● Free and open source ★ github.com/itsfatduck/optimizerDuck ✦ Stay Curious | @𝙘𝙪𝙧𝙞𝙤𝙪𝙨𝙨𝙘𝙖𝙣 ✦

2 Aug 2026, 15:22 UTC276 viewsread 7 August 2026
Photo

✦ OpenReel: Open-Source CapCut Alternative ✦ OpenReel Video is a free, open-source video editor that runs entirely in your browser with no uploads, subscriptions, or watermarks. ● 100% browser-based and privacy-first ● AI subtitles, color grading, and multi-track editing ● GPU-accelerated with WebGPU and WebCodecs ● 4K editing and export support ● MIT licensed and free forever ★ github.com/Augani/openreel-video ✦…

2 Aug 2026, 15:21 UTC274 viewsread 7 August 2026
Photo

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Showing the 12 most recent of 20 posts we hold for @curiousscan. 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.

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

“Curious Scan” (@curiousscan), 2,694 subscribers as measured 10 October 2026. Telegram Register, tgregister.com/channel/curiousscan.

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.