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vibe_codingBACKGROUND

Post volume is the worst spam signal (here is the data)

BACKGROUND
1 SIGNALFIRST DETECTED 29 April 2026
Narrative synthesis pending — 1 signal collected.
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21 Jul
I read X's open-sourced ranking algorithm. Here's what actually decides who sees your posts.

<p>I ship products solo, which means I'm also the marketing department, which I'm bad at. So instead of guessing, I did the thing a developer does when the docs are bad: I read

REPORT · WHO · Dev.toOPEN STORY
11 Apr
Benchmark Shadows Study: Data Alignment Limits LLM Generalization

<blockquote> <p>A controlled study finds that data distribution, not just volume, dictates LLM capability. Benchmark-aligned training inflates scores but creates narrow, brittle

REPORT · WHAT · Dev.toOPEN STORY
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