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Why it worked

The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

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Post by toly 🇺🇸 on X

toly 🇺🇸@toly

dealing with congestion bugs sucks so much more than total liveness failure. the latter is one and done, bug is identified and patched and chain continues. the former has to go through the full release and test pipeline. shipping fast is impossible 😭😭😭

1.9K likes353 repliesPosted Apr 5, 2024

View the original on X Written by toly 🇺🇸. Captured Sep 4, 2026.

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49

Viral score

Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

From likes, comments.

Why it worked

Opens with a short, self-contained line that is easy to take in at a glance.
Short enough to read in full without expanding, which removes a step before the point lands.
Short sentences keep the pace up, so the reader never has to re-read a line.

The mechanics

Hook: Plain observation
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: plain, matter-of-fact
Written for: Engineers and technical teams

Analysis by ViralLoop — not written by the original author.

Topics

Engineering Lessons Build in public

Posts built the same way

For those confused why the US state and Silicon Valley are having a meltdown on twitter today. China released multiple AI models that are 50x more efficient than the best American AI models and made them open source, ruining the AI market

FFmpeg is moving to Rust 🦀 Our use of C and Assembly in FFmpeg has been an unacceptable violation of safety. FFmpeg will be running 10x slower - but we're doing it for your safety. All your videos will appear green - safety first, working software later.

We’ve agreed to a partnership with @SpaceX that will substantially increase our compute capacity. This, along with our other recent compute deals, means that we’ve been able to increase our usage limits for Claude Code and the Claude API.

twitter hype is out of control again. we are not gonna deploy AGI next month, nor have we built it. we have some very cool stuff for you but pls chill and cut your expectations 100x!

🚨 GB News has won in the High Court against Ofcom—the first time Ofcom has lost a judicial review of a broadcasting code decision. This attempt to silence GB News shows free speech is under attack, but I thank the Court for defending The People’s Channel. Go GB News Go!

Chris Pavlovski 🏴‍☠️

Google just found out that they can't rig the search market to exclude their competitors anymore. And soon a cabal of advertisers and agencies will find out that they can't arbitrarily engineer a boycott of Rumble & X. We've joined @X to sue them, and we'll see them in court.

toly 🇺🇸 on Engineering · ViralLoop