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twitter-algorithm

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An unofficial, full source-read analysis of X's open-sourced "For You" recommendation algorithm - ML ranker, retrieval, Rust pipeline, and Grok-LLM moderation explained for both engineers and everyday users.

  • Updated Jun 7, 2026
  • Rust

Growth 2.0: an autonomous evolutionary loop that hacks Twitter's post-December-2025 ranking algorithm. Karpathy autoresearch × EvoHarness tree search × offline Twitter simulator × Grok opponent study. Encodes lessons from Oyster Labs' Growth 1.0 bootstrap — a hunger game of content strategies inside a simulation arena.

  • Updated Apr 18, 2026
  • Python

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