Channel
@CoinstructLabs
On this record: Growth · Engagement · Reactions · Stars · Posts · Cite this entry
129subscribers
+2 since we began measuring on 7 August 2026
Risers and fallers across the register · movement among entries of Under 1,000.
| Telegram ID | -1002109412806 |
|---|---|
| Type | Channel |
| Username | @CoinstructLabs |
| Created | Between 1 November 2023 and 31 May 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 9 August 2026 |
| Last confirmed live | 16 September 2026 |
| Measurements held | 5 |
| Confirmed unchanged | 2 times, most recently 16 September 2026 |
| On Telegram | t.me/CoinstructLabs |
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 8 Sept 2026, 11:00 | 129 | +2 |
| 15 Aug 2026, 15:54 | 127 | +1 |
| 9 Aug 2026, 02:31 | 126 | no change |
| 8 Aug 2026, 16:12 | 126 | -1 |
| 7 Aug 2026, 20:37 | 127 | first reading |
20 posts held, back to 12 November 2025 — 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 17 January 2026. An engagement rate over an empty window would be a number about nothing.
39 reactions across 15 posts, in 3 distinct kinds. The most used accounts for 66.7% of them.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| ❤ | 26 | 66.7% | |
| 🔥 | 10 | 25.6% | |
| 🐳 | 3 | 7.69% |
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 15 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 39 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 12 November 2025 to 17 January 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.
A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @CoinstructLabs. Telegram publishes the count on the public post preview alongside ordinary reactions, and this register reads it there. It is the only figure on this site that measures money moving rather than attention.
Stars are not reactions, and the two are never added. They are rendered in the same strip on Telegram and counted in the same shape, but one is a tap and the other is a purchase. The reaction totals and the engagement rate elsewhere on this page exclude every figure in this section, and no rate here is computed against a reaction count.
This is not revenue, and we publish no currency figure. What a Star costs a reader and what it pays a channel are different numbers, Telegram takes a share we cannot observe, and the terms have changed. Converting a Star count into money would be an estimate dressed as a measurement, so the count is where we stop.
Counted over the 20 most recent posts we hold for this entry, published 12 November 2025 to 17 January 2026. Star counts above 1,000 reach us in Telegram’s short form and carry the same three-significant-figure rounding as everything else on this page.
95% of DeFi staking is economically absurd. Most staking models are broken. They rely on a simple, self-destructive loop: Print new tokens -> Pay stakers -> Price dumps due to inflation. If your yield comes from the printer, you are the exit liquidity. But we are seeing a shift to Net Positive Staking. A prime example in 2026 is is Lighter. On Jan 15, Lighter made staking mandatory for liquidity providers. Inste…
❤1
The Hostile Takeover in Web3. How it happened? The conflict between Aave Labs and the DAO has exposed a critical flaw in how we define decentralized ownership. 1. The Core Dispute Ernesto Boado (founder of BGD Labs and previous CTO Aave Labs) proposed a hard pivot: transfer control of the Aave brand, domains, and social accounts directly to the DAO. His argument - the brand’s value is created collectively by the ho…
❤2
Gold +70%. Bitcoin -8%. What happened to Digital Gold? For years, we were sold the story that Bitcoin is the ultimate hedge, the Digital Gold that would lead the commodities rally. While traditional markets and Commodities have been tearing through All-Time Highs, crypto has been left behind. The performance divergence over the last year is deafening: Silver: +133% Gold: +70% Bitcoin: -8.68% Gold and Silver wer…
This table explains why the crypto market feels "dead" despite billions in funding. In 2025, the Stablecoin and Payments sector raised massive rounds: Tempo: $500M. Ripple: $500M. Meshpay: $82M. The money is there. Huge money. But everyone complaining about the lack of opportunities because Alpha has been privatized. Following the passing of the GENIUS Act in July, the game changed. We've shifted from DAO governa…
"Too Big to Fail" does not exist in crypto. We recently looked at the TVL chart of MEV Capital, once a titan among Risk Curators. Just two months ago, in October, they were ranked #3 globally with $1.5B in TVL (trailing only behind Steakhouse and Gauntlet). Today, they manage only $288M. That is an 80% drop in 60 days. In November, the stablecoin protocol Stream Finance collapsed, losing $93M of user funds due to…
Hyperliquid was the King of Decentralized Perps. Now it holds only 18% market share. A year ago, they were untouchable. Today, despite having a die-hard community, a really good product, massive profitability - the dominance chart is going down. The founders decided that Token Price is the best Marketing. They poured revenue into buybacks instead of aggressive expansion. It is too early to call it a mistake, but th…
❤2🔥2
New "Crime" in the BNB Ecosystem. The market consensus was that Opinion Labs would be the chosen Prediction Market for the BNB chain (and CZ). Then, out of nowhere, CZ mentions Predict.Fun. The crowd immediately prepared for several months points farming (similar to the Aster), but the platform launches tomorrow, and there is an immediate Claim Page. This is not a Reward. This is a Vampire Attack. They took a sna…
❤1
a16z crypto just released their "Big Ideas for 2026". We read the full report so you don't have to. Here are the 5 trends that will actually define the next cycle: 1) Privacy is the New Moat. Privacy is no longer just a feature for cypherpunks. It is becoming a core competitive advantage for businesses. "Secrets-as-a-service" will emerge. If your protocol exposes user data by default, you are building legacy tech.…
🐳2
This crumpled piece of paper turned into $1.5B in Client TVL. 4 years ago: No team, no clients. Just a sharpie and a belief that Tokenomics needs engineering, not guessing. They told us the niche was too small. Today: 🔹 70+ Token Economies built 🔹 $25M+ Raised by clients 🔹 Team of 20+ We turned a napkin sketch into a full-stack economic lab. We are gwowing and in 2026, we are releasing our internal AI tool to th…
🔥4❤3
Crypto Spot Trading is dying. We pulled the data for ETH/USDT on Binance to compare the market structure of 2020 vs. 2025. March 2020: Perpetual/Spot Ratio: 1.38 For every 1 of Spot volume, there was 1.4 traded in Perps. People were buying assets to hold. December 2025: Perpetual/Spot Ratio: 9.70 For every 1 of Spot volume, there is nearly 10 traded in Perps. People are not buying the asset anymore. They are just …
Most L1 Altcoins are walking zombies. We expect another 60-70% drop over the next 2 years. (Excluding BTC/ETH). The market structure has fundamentally shifted from the "Partnerships" and "Roadmaps" era to the era of P&L. And the P&L of your favorite L1 looks terrible. Here is the math: 1. The Fee Generation Trap L1 business models rely entirely on transaction fees. Fees come from trading. But who is trading heavil…
🔥3
5 hard truths that became obvious this year. 2025 didn't go exactly as the crowd predicted. It was a year of sobering realizations. 1) The Echo Chamber is Real. Crypto marketing currently feels like selling to the same 100,000 people on Crypto Twitter over and over again. The new blood? They are mostly buying Bitcoin ETFs, not your new L2 governance token. 2) Diamond Hands is a Losing Strategy. In 99% of cases, ho…
Showing the 12 most recent of 20 posts we hold for @CoinstructLabs. 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.
Stars beside a post are paid reactions — Telegram Stars, bought with money and spent on that post. They are a different unit from reactions and are never added to them, here or anywhere else on this page.
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 8 September 2026 — this entry's latest reading, not the date you are reading this.
“Coinstruct | Tokenomics” (@CoinstructLabs), 129 subscribers as measured 8 September 2026. Telegram Register, tgregister.com/channel/CoinstructLabs.
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.