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Telegram profile photo for Webstrom_Tech Family🔥

Channel

Webstrom_Tech Family🔥

@webstromtech

On this record: Topic · Observations · Channels linked by matching posts · Growth · Engagement · What this channel posts · Reactions · Posts · Telegram's recommendations · Cite this entry

11,049subscribers

-154 since we began measuring on 12 August 2026

Risers and fallers across the register · movement among entries of 10,000–31,623.

Register entry

Telegram ID-1002045927639
TypeChannel
Username@webstromtech
DescriptionCoding | Programming
CreatedBetween 1 November 2023 and 31 May 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded12 August 2026
Last confirmed live10 November 2026
Measurements held56
Confirmed unchanged1 time, most recently 10 November 2026
On Telegramt.me/webstromtech

Topic

Education — 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 11 September 2026 and assigned it the closest of 31 fixed categories, at 97% 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 the other topics.

Observations

These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.

Content that also appears on other registered channels

Posts published here appear in near-verbatim form on 1 other registered channel. This entry also forms a group of 2 channels linked by matching posts. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.

Matching posts — open both and compare (6 of the pairs behind the counts below)
Posted firstThenOverlapGap
@webstromtech/652 · this entry17 Jul 2026, 11:59 UTC@Coderssection/240217 Jul 2026, 11:59 UTC1.00under a minute
@webstromtech/654 · this entry21 Jul 2026, 13:47 UTC@Coderssection/240423 Jul 2026, 07:29 UTC1.0042 hours
@webstromtech/656 · this entry23 Jul 2026, 12:17 UTC@Coderssection/240524 Jul 2026, 07:31 UTC1.0019 hours
@webstromtech/657 · this entry28 Jul 2026, 12:17 UTC@Coderssection/24091 Aug 2026, 06:17 UTC1.004 days
@webstromtech/668 · this entry12 Sept 2026, 13:17 UTC@Coderssection/242112 Sept 2026, 13:17 UTC1.00under a minute
@webstromtech/672 · this entry30 Sept 2026, 12:54 UTC@Coderssection/242630 Sept 2026, 12:54 UTC1.00under a minute
Channels this entry shares post bodies with, where at least one matching post pair has no forward credit between the two channels, or to a common source, recorded in our data
ChannelMatching postsText overlapTypical gapPublished first
@Coderssection9 (8/8 hand-verifiable sample passed)1.0019 hoursthis entry (9–0)

Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp — in this corpus, which is the limitation directly below.

What this cannot establish

MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.

Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. None of the 0 matches recorded here fall after that date, so for this entry we cannot say whether any of them carried a credit. The duplication is measured; the absence of attribution is not.

“Published first” means first in this corpus. We hold 30 comparable posts for this entry, running 10 June 2026 to 4 November 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.

The detector’s own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.

  • Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
  • 'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
  • shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
  • Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).

Of the group of 2 channels, the one whose matching posts we hold earliest is @webstromtech — which is this entry. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_source, last confirmed 11 November 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.

Channels linked by matching posts

This channel is in a group of 2 registered channels linked by matching posts. Links are found by comparing text fingerprints across every channel on the register.

Which channel, if either, published first is deliberately not shown in this list. “First” could only mean first in our own crawl, which depends on how deep we happened to reach into each channel’s history, not on when the content was actually first posted. Our one hand-check read 45 of the highest-confidence flagged pairs against the live Telegram pages. In 18 of them the live page showed a “Forwarded from” credit that our database had no record of, so reading that pair as an unattributed copy was wrong; the check did not measure who published first. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Near-verbatim matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.

Growth

11,02211,27311,147.512 August 2026 — 11,203 subscribers12 August 2026 — 11,201 subscribers13 August 2026 — 11,194 subscribers14 August 2026 — 11,188 subscribers16 August 2026 — 11,175 subscribers17 August 2026 — 11,169 subscribers18 August 2026 — 11,168 subscribers19 August 2026 — 11,156 subscribers20 August 2026 — 11,155 subscribers22 August 2026 — 11,149 subscribers23 August 2026 — 11,143 subscribers25 August 2026 — 11,129 subscribers25 August 2026 — 11,123 subscribers26 August 2026 — 11,116 subscribers28 August 2026 — 11,111 subscribers29 August 2026 — 11,102 subscribers29 August 2026 — 11,098 subscribers30 August 2026 — 11,099 subscribers31 August 2026 — 11,094 subscribers1 September 2026 — 11,093 subscribers2 September 2026 — 11,089 subscribers4 September 2026 — 11,084 subscribers10 September 2026 — 11,074 subscribers12 September 2026 — 11,062 subscribers13 September 2026 — 11,066 subscribers15 September 2026 — 11,063 subscribers17 September 2026 — 11,053 subscribers25 September 2026 — 11,022 subscribers4 October 2026 — 11,273 subscribers8 October 2026 — 11,269 subscribers13 October 2026 — 11,244 subscribers14 October 2026 — 11,235 subscribers15 October 2026 — 11,224 subscribers16 October 2026 — 11,217 subscribers17 October 2026 — 11,211 subscribers18 October 2026 — 11,204 subscribers19 October 2026 — 11,196 subscribers20 October 2026 — 11,187 subscribers21 October 2026 — 11,184 subscribers22 October 2026 — 11,178 subscribers24 October 2026 — 11,173 subscribers26 October 2026 — 11,166 subscribers27 October 2026 — 11,157 subscribers28 October 2026 — 11,149 subscribers29 October 2026 — 11,144 subscribers30 October 2026 — 11,136 subscribers31 October 2026 — 11,129 subscribers1 November 2026 — 11,122 subscribers2 November 2026 — 11,117 subscribers3 November 2026 — 11,113 subscribers4 November 2026 — 11,107 subscribers5 November 2026 — 11,091 subscribers6 November 2026 — 11,081 subscribers7 November 2026 — 11,067 subscribers8 November 2026 — 11,063 subscribers10 November 2026 — 11,049 subscribers11,04912 August 202610 November 2026
56 measurements spanning 90 days, net -154. 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 10,984–11,311 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 56
Measured (UTC)SubscribersChange
10 Nov 2026, 02:4911,049-14
8 Nov 2026, 13:5511,063-4
7 Nov 2026, 09:5511,067-14
6 Nov 2026, 12:5611,081-10
5 Nov 2026, 10:2611,091-16
4 Nov 2026, 08:4711,107-6
3 Nov 2026, 11:0911,113-4
2 Nov 2026, 10:2711,117-5
1 Nov 2026, 07:4511,122-7
31 Oct 2026, 08:4011,129-7
30 Oct 2026, 05:5111,136-8
29 Oct 2026, 03:3711,144-5
28 Oct 2026, 01:4111,149-8
27 Oct 2026, 02:0711,157-9
26 Oct 2026, 00:4611,166-7
24 Oct 2026, 21:5011,173-5
22 Oct 2026, 21:1611,178-6
21 Oct 2026, 15:3611,184-3
20 Oct 2026, 10:3611,187-9
19 Oct 2026, 11:4211,196first reading

Engagement

31 posts held, back to 10 June 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 46 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
6.10%
avg views ÷ 11,049 subscribers
Avg views / post
674
1 post measured
Reaction rate
0.148%
reactions ÷ views · ER floor
Posts in window
1
of 31 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 4 November 2026
Posts held31 (10 June 2026 – 4 November 2026)
Views total674
Reactions total1
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken11 Nov 2026, 09:36 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
45
Videos
119
Links
151

Lifetime counters from Telegram’s own channel header, read 11 November 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.

Reaction mix

95 reactions across 26 posts, in 7 distinct kinds. The most used accounts for 91.6% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤8791.6%
😢22.11%
🤔22.11%
⚡11.05%
👍11.05%
👏11.05%
🔥11.05%

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 27 of the 31 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 95 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 31 most recent posts we hold, published 10 June 2026 to 4 November 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

Telegram’s own ‘edited’ marker: 0 of 1 post held from the last 30 days (0%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).

4 Nov 2026, 11:59 UTC674 views1 reactionsread 11 November 2026

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👏1

9 Oct 2026, 12:09 UTC≈2,000 viewsread 11 November 2026

📌 5 FREE WEBSITES TO PRACTISE CODING 💻🔥 Save these free coding resources and start practising today! 🚀 🟢 1. HackerRank — Coding challenges 🔗 https://www.hackerrank.com/ 🧠 2. LeetCode — DSA & interview preparation 🔗 https://leetcode.com/ ⚡ 3. Codewars — Improve problem-solving 🔗 https://www.codewars.com/ 💻 4. freeCodeCamp — Learn coding & build projects 🔗 https://www.freecodecamp.org/ 🔥 5. Exercism — Practise pr…

30 Sept 2026, 12:54 UTC≈2,510 views2 reactionsread 11 November 2026

Youtube channels to Learn coding Practically: 1/ Programming with Mosh https://www.youtube.com/@programmingwithmosh 2/ Fireship https://www.youtube.com/@Fireship 3/ Bro Code https://www.youtube.com/c/BroCodez 4/ amigoscode https://www.youtube.com/@amigoscode 5/ The Net Ninja https://www.youtube.com/@NetNinja

❤2

27 Sept 2026, 12:35 UTC≈3,540 viewsread 11 November 2026

🎓 CLAUDE FOR EDUCATION — OFFICIAL LINK 👉 https://www.anthropic.com/news/introducing-claude-for-education ⚠️ Important: Claude for Education access depends on whether your university has a partnership with Anthropic. If your university already provides access, sign in through your university account at: 👉 https://claude.ai/ Follow @webstrom_tech for more free AI + coding resources 🚀

26 Sept 2026, 12:42 UTC≈3,070 views2 reactionsread 11 November 2026

🤖 5 FREE AI AGENT CREDENTIALS — 2026 1️⃣ Hugging Face AI Agents https://huggingface.co/learn/agents-course 2️⃣ Oracle Agentic AI Foundations https://mylearn.oracle.com/ou/course/oracle-agentic-ai-foundations/163240 3️⃣ IBM SkillsBuild https://skillsbuild.org/ 4️⃣ Microsoft Applied Skills — Build an Agent https://learn.microsoft.com/en-us/credentials/applied-skills/build-an-agent-in-microsoft-copilot-studio/ 5️⃣ …

❤2

21 Sept 2026, 13:54 UTC≈2,820 views1 reactionsread 11 November 2026

🤖 5 FREE AI LEARNING RESOURCES 1️⃣ Google Cloud — GenAI https://www.cloudskillsboost.google/course_templates/536 2️⃣ Kaggle Learn https://www.kaggle.com/learn 3️⃣ IBM SkillsBuild https://skillsbuild.org/ 4️⃣ Google Cloud — LLMs https://www.cloudskillsboost.google/course_templates/539 5️⃣ NVIDIA DLI https://learn.nvidia.com/ Save this post 🔖 and start learning today

❤1

12 Sept 2026, 13:17 UTC≈3,060 views3 reactionsread 11 November 2026

College students you can’t afford to miss these websites 👇 1/ Docsity https://www.docsity.com 2/ ChatGPT Study https://chatgpt.com 3/ ChatPDF https://www.chatpdf.com 4/ Paperpal https://paperpal.com 5/ Paper Panda https://paperpanda.io

❤3

11 Sept 2026, 11:58 UTC≈2,870 views2 reactionsread 11 November 2026

📌 GIT 🐙 — HERE ARE ALL 5 LINKS! 🔗 1. Simplilearn — Free Git Course + Certificate https://www.simplilearn.com/learn-git-basics-skillup 🔗 2. FreeAcademy — Git & GitHub Mastery + Certificate https://freeacademy.ai/courses/git-essentials 🔗 3. GitQuest — Git Academy + Certificate https://www.gitquest.app/en/academy/ 🔗 4. Kelcai — Git & GitHub + Digital Certificate https://www.kelcaigroup.com/course/introduction-to-ver…

❤2

2 Sept 2026, 12:13 UTC≈3,220 views3 reactionsread 11 November 2026

🤖 AI CERTIFICATE RESOURCE PACK 1️⃣ Microsoft AI Skills Yatra https://www.microsoft.com/en-in/aiskillsyatra 2️⃣ Google Cloud — Generative AI Learning https://www.cloudskillsboost.google/ 3️⃣ IBM — Artificial Intelligence Fundamentals https://www.ibm.com/training/badge/artificial-intelligence-fundamentals 4️⃣ Intel — AI for Future Workforce https://www.intel.com/content/www/us/en/corporate/artificial-intelligence/d…

❤2👍1

28 Aug 2026, 15:43 UTC≈3,290 views0 reactionsread 11 November 2026

🚀 Here are the links to the certifications & learning programs! 🎓 1️⃣ Google – Agile Project Management 🔗 https://www.coursera.org/learn/agile-project-management 2️⃣ Microsoft – Python Fundamentals 🐍 https://learn.microsoft.com/en-us/training/paths/get-started-with-python-fundamentals/ 3️⃣ Microsoft – Office Specialist: Expert 💼 https://learn.microsoft.com/en-us/credentials/certifications/microsoft-office-speciali…

13 Aug 2026, 12:00 UTC≈3,860 views4 reactionsread 11 November 2026

🐍 PYTHON COURSE RESOURCE PACK https://cs50.harvard.edu/python/ https://www.coursera.org/specializations/python https://developers.google.com/edu/python https://www.kaggle.com/learn/python https://www.freecodecamp.org/learn/python-v9/ 📌 Save it • 📤 Share it • ❤️ Follow @webstrom_tech 🚀 More free courses & certificates coming soon!

❤4

10 Aug 2026, 12:17 UTC≈4,000 views3 reactionsread 11 November 2026

🔐 CYBERSECURITY RESOURCE PACK 🚀 https://tryhackme.com https://www.hackthebox.com https://portswigger.net/web-security https://overthewire.org/wargames/ https://picoctf.org https://owasp.org https://cyberdefenders.org 💻 Topic: Cybersecurity & Ethical Hacking 📌 Save this resource pack for later! 📤 Share it with your cybersecurity friends. ❤️ Follow @webstrom_tech for more coding, AI & cybersecurity resources. 🔔 Follo…

❤3

Showing the 12 most recent of 31 posts we hold for @webstromtech. 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.

Appears in Telegram’s recommendations for other channels

The reverse of the list above, and a different kind of signal. This does not require this channel to have ever been asked about directly — each row below is a channel we DID ask Telegram about, whose Telegram-generated list happened to include this one. A channel can appear here with an empty list above it, because being named by someone else’s query is independent of having been queried itself.

Coders_Section Family
@Coderssection · 19,458
Telegram ranks this channel #24 of 79 here — alongside 78 others — read 30 September 2026
Intraday Bulls
@intradaybulls009 · 51,769
Telegram ranks this channel #52 of 52 here — alongside 51 others — read 27 August 2026
TCW - AI & Coding Resources 🚀👨‍💻
@the_coding_wizard · 174,129
Telegram ranks this channel #89 of 89 here — alongside 88 others — read 12 August 2026

This channel appears in 3 seed channels' Telegram-generated recommendation lists in total. Each is Telegram’s list for THAT channel, not this one — see how this is measured.

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

“Webstrom_Tech Family🔥” (@webstromtech), 11,049 subscribers as measured 10 November 2026. Telegram Register, tgregister.com/channel/webstromtech.

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.