10 Jun 2026, 03:08 UTC302 views11 reactionsread 6 August 2026
Photo
The Fable 5 is my new default for planning and brainstorming.
👍4🔥2🥴2🤡1🤯1😁1
Channel
Tropical engineer 👨💻🌴
@tropicalengineer
On this record: Growth · Engagement · Reactions · Posts · Cite this entry
557subscribers
-1 since we began measuring on 6 August 2026
Risers and fallers across the register · movement among entries of Under 1,000.
Register entry
| Telegram ID | -1001310839823 |
|---|---|
| Type | Channel |
| Username | @tropicalengineer |
| Created | 11 April 2019 — measured — cross-checked against a third-party dataset (TGDataset) |
| First recorded | 6 August 2026 |
| Last confirmed live | 20 August 2026 |
| Measurements held | 5 |
| Confirmed unchanged | 1 time, most recently 20 August 2026 |
| On Telegram | t.me/tropicalengineer |
Growth
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 20 Aug 2026, 18:24 | 557 | -1 |
| 14 Aug 2026, 02:16 | 558 | +1 |
| 7 Aug 2026, 01:20 | 557 | -1 |
| 6 Aug 2026, 18:17 | 558 | no change |
| 6 Aug 2026, 09:11 | 558 | first reading |
Engagement
15 posts held, back to 17 March 2023 — 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 pageof 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 15 posts for this entry, the most recent from 10 June 2026. An engagement rate over an empty window would be a number about nothing.
Reaction mix
127 reactions across 10 posts, in 17 distinct kinds. The most used accounts for 42.5% of them.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| 👍 | 54 | 42.5% | |
| 🔥 | 18 | 14.2% | |
| ❤ | 17 | 13.4% | |
| 😁 | 13 | 10.2% | |
| ❤🔥 | 8 | 6.30% | |
| 👾 | 4 | 3.15% | |
| 🤝 | 2 | 1.57% | |
| 🥴 | 2 | 1.57% | |
| 👏 | 1 | 0.787% | |
| 👨💻 | 1 | 0.787% | |
| 💊 | 1 | 0.787% | |
| 🗿 | 1 | 0.787% | |
| 😈 | 1 | 0.787% | |
| 🤔 | 1 | 0.787% | |
| 🤡 | 1 | 0.787% | |
| 🤯 | 1 | 0.787% | |
| 🦄 | 1 | 0.787% |
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 10 of the 15 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 127reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 15 most recent posts we hold, published 17 March 2023 to 10 June 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
24 Mar 2026, 06:17 UTC911 views43 reactionsread 6 August 2026
# Telegram IPv4+IPv6 address-list for MikroTik RouterOS # Updated: 2026-03-24 | Sources: BGP RIB + RIPE DB + cidr.txt /ip/firewall/address-list add list=telegram address=149.154.160.0/20 comment="TG DC1-5 AS62041/59930/62014" add list=telegram address=91.108.4.0/22 comment="TG AS62041 AMS" add list=telegram address=91.108.8.0/22 comment="TG AS62041 AMS" add list=telegram address=91.108.12.0/22 comment="T…
👍26❤🔥8🔥3❤2👾1💊1🤔1😈1
25 Nov 2025, 15:37 UTC933 views12 reactionsread 6 August 2026
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I used to think routing packets was complex. But routing meaning is much harder. The long silence taught me one big lesson: You cannot "patch" a wrong foundation with better commands. The old context is like a bad static route —> it stays in the cache and infects the new system. I discovered that the invisible Context is the ultimate operating system. To fix the core, do not just edit the config. Burn it down. The…
❤5👾3🤝2🗿1🦄1
6 Nov 2024, 09:46 UTC≈1,500 views20 reactionsread 6 August 2026
Video
Congratulations, mr Trump! Vietnam is hardly waiting for you 🎊 Posting from: 🇻🇳 Vietnam, Da Nang city ☁️🌧️ 🌊 27° C
👍8😁8❤3👏1
23 Jul 2024, 08:16 UTC≈1,560 views7 reactionsread 6 August 2026
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Make Vietnam great again! ✊ Fight! Fight! Fight! Posting from: 🇻🇳 Vietnam, Da Lat 🌧️🌧️ 19° C
😁4👍2🔥1
7 Nov 2023, 06:36 UTC≈2,010 views6 reactionsread 6 August 2026
OpenAI GPT4 Turbo 🔥 🔥 🔥 128k tokens context window 🦾🤯 Knowledge cutoff April 2023 🫶 https://www.youtube.com/live/U9mJuUkhUzk
👍3🔥3
20 Oct 2023, 04:07 UTC≈1,760 views6 reactionsread 6 August 2026
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Dalle 3 rocks. This kind of detailed prompt was generated by ChatGPT4 to achieve the necessary vibe. Whenever I ask ChatGPT4 to help me with building prompts for AI, I always ask to generate detailed and comprehensive prompt to provide better context for AI. Prompts for Dalle 3: “This image offers a striking aerial view reminiscent of South Vietnam's famed kite beaches. The crystal-clear, aqua-blue waters of the oc…
👍3🔥3
29 Sept 2023, 08:24 UTC≈1,240 views8 reactionsread 6 August 2026
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Today, let's dive into another layer of ChatGPT. I'm sharing insights from a question that intrigued me during my recent experiments: How does ChatGPT-4 handle branching contexts? The Core Question While experimenting with ChatGPT-4, I found myself puzzled about its handling of edited or branching queries. Does the model recognize all versions, creating a sort of 'contextual tree'? This question is more than academi…
👍5❤2🔥1
29 Sept 2023, 05:29 UTC942 views8 reactionsread 6 August 2026
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Today, we live in a digital world, and the magic of Artificial Intelligence (AI) is something that catches eyes of many. We know ChatGPT-4, but it's just a baby step. What if AI could hold a much bigger context, say near 1 million tokens in the next five years? Let’s dream a little. 1. Context Growth: It’s not just about more tokens. It's about making AI understand complex stories, making learning more tailored, fun…
❤5👍2👨💻1
24 Sept 2023, 10:59 UTC951 views6 reactionsread 6 August 2026
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In today's digital age, the capabilities and intricacies of AI have captured the imagination of many. While several might have chatted with ChatGPT-4, few have dived deep into understanding its contextual behaviors. Today, I’m peeling back the curtain, sharing some insights I’ve garnered from my hands-on experience with this cutting-edge model. 1. The Importance of Context Every conversation with ChatGPT-4 relies on…
🔥5👍1
24 Apr 2023, 06:22 UTC≈1,190 viewsread 6 August 2026
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Enjoying a tropical lifestyle doesn't mean I can't keep up with the latest trends in technology! Currently studying machine learning fundamentals using Google Crash Course while soaking up the sun and enjoying the pool view. It's never too late to learn new skills and stay ahead of the game. #Indonesia #Bali #DigitalNomad #TropicalEngineer #ML #GoogleCrashCourse 📚🏊♂️🏖️ Posting from: 🇮🇩 Indonesia, Bali, Seminyak ☀️
8 Apr 2023, 07:36 UTC≈1,380 viewsread 6 August 2026
🔮 4-5 yrs future professions: Knowledge Engineer, Machine Learning Data Engineer! 🧩 Challenge: Train AI with massive biz knowledge, keep what matters, dump extra stuff, use shorter words but keep the meaning! 🎯 Mission: Condense the knowledge & adapt it to Large Language Model boundaries. #ContextCompression 🔥 Sneak peek for future generations: the massive shift ahead! 😉 This is my approach to develop our new web…
Showing the 12 most recent of 15 posts we hold for @tropicalengineer. 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 20 August 2026 — this entry's latest reading, not the date you are reading this.
“Tropical engineer 👨💻🌴” (@tropicalengineer), 557 subscribers as measured 20 August 2026. Telegram Register, tgregister.com/channel/tropicalengineer.
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.