Arnav Gupta on Engineering

Someone I know scrubbed a lot of pro open source stuff from their online persona before applying to Anthropic because they don't like hiring pro open source people He practiced answering "open source = safety risk" for his cultural round 🤣 (He has joined now, at a 1M comp)

4.5K likes47 repliesPosted Aug 3, 2026

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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

Uses concrete numbers instead of vague claims, which makes it credible and quotable.
Contradicts something the audience already believes, which stops the scroll.
Frames the idea around what the reader stands to lose, which is more motivating than gain.
Follows a clear Hook → Context → Landing shape, so the reader always knows where they are.
Ends on a short line that is easy to quote and repeat.
Written from experience rather than as advice, which is harder to argue with.

The mechanics

Hook: Plain observation
Structure: Hook → Context → Landing
Style: Conversational paragraphs at a steady pace.
Tone: personal, concrete, punchy
Mechanisms: Specificity, Pattern interrupt, Loss aversion
Written for: Engineers and technical teams

Analysis by ViralLoop — not written by the original author.

Topics

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