Maggie Appleton on AI

I don't work on reliability & scaling at GitHub, but the people who do aren't bad at their jobs. They're dealing with unprecedented scale from agents. It's easy to shit on GitHub from the outside if you're not in charge of 30X-ing capacity within a few months. Have some grace.

1.2K likes84 repliesPosted Apr 28, 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.
Written from experience rather than as advice, which is harder to argue with.
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: personal, blunt, concrete
Mechanisms: Specificity, Pattern interrupt
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Post by Maggie Appleton on X