📰 New this week: Simulated Annealing Algorithm Explained The simulated annealing algorithm is a probabilistic optimization technique used to find a good or near-optimal solution to difficult problems. It is especially useful when the search space is large and contains many possible solutions. TL;DR: Summary What Is the Simulated... Read the full article here 👉 https://tinyurl.com/27553o9m

Channel
HCL GUVI
@guvigeek
On this record: Growth · Engagement · Reactions · Posts · Posts edited after publishing · Polls · Telegram's recommendations · Cite this entry
26,752subscribers
+36 since we began measuring on 7 August 2026
Risers and fallers across the register · movement among entries of 10,000–31,623.
Register entry
| Telegram ID | -1001416145094 |
|---|---|
| Type | Channel |
| Username | @guvigeek |
| Created | Between 1 April 2019 and 31 October 2021— estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 7 August 2026 |
| Last confirmed live | 29 August 2026 |
| Measurements held | 20 |
| Confirmed unchanged | 1 time, most recently 29 August 2026 |
| On Telegram | t.me/guvigeek |
Growth
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 29 Aug 2026, 01:37 | 26,752 | -6 |
| 28 Aug 2026, 04:18 | 26,758 | -1 |
| 27 Aug 2026, 05:27 | 26,759 | +4 |
| 26 Aug 2026, 04:15 | 26,755 | -15 |
| 25 Aug 2026, 04:39 | 26,770 | -6 |
| 24 Aug 2026, 03:23 | 26,776 | +5 |
| 22 Aug 2026, 13:27 | 26,771 | -4 |
| 21 Aug 2026, 04:54 | 26,775 | +4 |
| 20 Aug 2026, 01:28 | 26,771 | +38 |
| 18 Aug 2026, 22:06 | 26,733 | +1 |
| 17 Aug 2026, 19:36 | 26,732 | +10 |
| 16 Aug 2026, 16:08 | 26,722 | -13 |
| 15 Aug 2026, 02:26 | 26,735 | -19 |
| 13 Aug 2026, 18:27 | 26,754 | -4 |
| 12 Aug 2026, 20:23 | 26,758 | +7 |
| 11 Aug 2026, 18:32 | 26,751 | -14 |
| 10 Aug 2026, 17:27 | 26,765 | +2 |
| 9 Aug 2026, 17:22 | 26,763 | +20 |
| 8 Aug 2026, 20:12 | 26,743 | +27 |
| 7 Aug 2026, 21:18 | 26,716 | first reading |
Engagement
40 posts held, back to 17 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 47 pagesof Telegram’s post history, 20 posts per page.
- ERR · 30 days
- 5.70%
- avg views ÷ 26,752 subscribers
- Avg views / post
- 1,530
- 29 posts measured
- Reaction rate
- 0.126%
- reactions ÷ views · ER floor
- Posts in window
- 29
- of 40 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. It is computed over the 21 of 29 measured posts that carry a reaction reading, and over those same posts' views.
| Window | Rolling 30 days · latest post in window 28 August 2026 |
|---|---|
| Posts held | 40 (17 July 2026 – 28 August 2026) |
| Views total | 44,237 |
| Reactions total | 42 |
| Forwards / comments | not exposed by the public surface — not measured, not estimated |
| Readings taken | 28 Aug 2026, 19:55 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
67 reactions across 26 posts, in 3 distinct kinds. The most used accounts for 92.5% of them.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| ❤ | 62 | 92.5% | |
| 🥰 | 3 | 4.48% | |
| 👍 | 2 | 2.99% |
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 29 of the 40 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 67reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 40 most recent posts we hold, published 17 July 2026 to 28 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
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❤1
HCL GUVI wishes you a very Happy Onam May this Onam bring a lot of peace, happiness, and good health in your life
❤6
SkillSprint Week 🚀 A power-packed week of masterclasses and hands-on workshops to boost your skills. Learn, build, and level up with experts, don’t miss it! 📅 25th Aug, 7:00 PM (IST) DevOps Workshop Topic: Docker & Kubernetes Fundamentals for AI Platform Engineers Register Here: https://link.guvi.in/qZ1sN 📅 27th Aug, 7:00 PM (IST) MechCAD Masterclass Topic: Master Mechanical CAD - Tools, Skills, Project & Portfoli…
❤1
📰 New this week: How to Write a Product Requirements Document That Teams Actually Use TL;DR Summary A Product Requirements Document is a clear product documentation file that explains what needs to be built, why it matters, who it is for, how success will be measured, and what is out of scope. A strong PRD helps product managers, designers, developers,... Read the full article here 👉 https://tinyurl.com/2yes3yq2
❤1
JOB READY CHALLENGE Can you debug this Python code? 🐍 You’re working on a data-processing script, but it crashes when the API returns incomplete data. users = [ {"name": "Rahul", "age": 25}, {"name": "Priya"}, {"name": "Aman", "age": 22} ] for user in users: print(user["name"], user["age"]) 🎯 Your Challenge: Fix the code so that it prints every user's name and age without throwing an error. Bon…
Tech News Update #HCLGUVI #TECHNEWS #itindustry #newupdate
❤3
📰 New this week: Claude for Code Documentation with JSDoc Writing documentation is often one of the most overlooked parts of software development, yet it plays a critical role in maintaining readable and scalable codebases. Claude code documentation helps developers generate JSDoc comments, Python docstrings, API documentation, and... Read the full article here 👉 https://tinyurl.com/28km98pf
🚀 JOB-READY CHALLENGE You have 30 minutes. Can you complete this? Task: Create a responsive login page using HTML + CSS. Your page should have: ✅ Email & password fields ✅ Login button ✅ “Forgot Password?” link ✅ Mobile-friendly design 💬 Comment “DONE” once you complete it! #TechChallenge #WebDevelopment #Coding #CareerGrowth
❤2
🚀 Want to Become an AI Prompt Engineer? AI Prompt Engineering is one of the emerging skills in today’s AI-driven world. 🤖 From AI basics → Prompting → Advanced techniques → Real-world projects → Jobs/Freelancing, follow this roadmap to build your skills step by step. 📌 Save this roadmap & start learning today!#AI #PromptEngineering #AIPromptEngineer #HCLGUVI #ArtificialIntelligence #GenerativeAI #ChatGPT #AIJobs #…
SkillSprint Week 🚀 A power-packed week of masterclasses and hands-on workshops to boost your skills. Learn, build, and level up with experts- don’t miss it! 📅 19th Aug, 7:00 PM (IST) Intel AIML Masterclass Topic: The 90-Minute Generative AI Masterclass Register Here: https://link.guvi.in/D5Oak 📅 20th Aug, 7:00 PM (IST) DevOps Workshop Topic: Build Scalable Applications with AWS Register Here: https://link.guvi.in/…
❤4
Latest AI News #HCLGUVI #AIInEducation #EdTechTrends #aitrends
Showing the 12 most recent of 40 posts we hold for @guvigeek. 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.
Posts edited after publishing
@guvigeek 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
- 12 August 2026
- Most recent edit
- 12 August 2026
Polls
The 2 polls we hold for this entry, as Telegram rendered them when we read the post. A poll’s figures keep moving after that, so each one is dated.
In an AI agent system, what is the purpose of to Calling?
- Permanently retrain the model after every user request13%
- To increase the number of parameters in the language model18%
- To let the model interact with external systems and perform actions72%
- To replace the models, language generation capability18%
The shares total 121%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not shown.
What problem does JWT (JSON Web Token) primarily solve in web applications?
- Load balancing requests16%
- Reducing CSS file size16%
- Stateless authentication between client and server69%
- Database indexing20%
The shares total 121%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not shown.
Percentages only — there are no per-option vote counts here, because Telegram publishes none.The public post preview gives each option’s share and a single voter total, and nothing else. Multiplying one by the other would produce a per-option tally that looks measured and is not: the shares are rounded to whole numbers before we ever see them. We print what was published and leave the column that does not exist empty.
The shares need not add up to 100.Rounding alone puts many polls at 99 or 101. A poll that allows more than one answer per voter runs well past 100 by design, and several here do. The bars are drawn against a fixed 100% track at each option’s own percentage rather than normalised to the total, so a poll that exceeds it shows that it does instead of being quietly rescaled.
Read from the 40 most recent posts we hold, published 17 July 2026 to 28 August 2026. Telegram labels each poll by kind — an anonymous poll, a quiz, a closed set of final results — and that label is reproduced rather than paraphrased.
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.
@HINDI_MOTIVATIONAL_QUOTES_VICHAR · 147,649
Telegram ranks this channel #41 of 64 here — alongside 63 others — read 21 August 2026
This channel appears in 1 seed channel's Telegram-generated recommendation list 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 29 August 2026 — this entry's latest reading, not the date you are reading this.
“HCL GUVI” (@guvigeek), 26,752 subscribers as measured 29 August 2026. Telegram Register, tgregister.com/channel/guvigeek.
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.