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Theo - t3.gg

@theo · view on X ↗

Full time CEO @t3dotcodes & @t3dotchat. Part time YouTuber, investor, and developer

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Theo - t3.gg@theo

This is a terrible compaction strategy that fundamentally doesn't understand how compaction and context management work. Seems like a lot of people are confused so let's break this down. 1. Compacti...

SummaryA thread criticizing a flawed AI context compaction strategy that deletes history line-by-line without understanding it, loses reasoning traces, conflicts with model training, and causes expensive cache rewrites. The author argues this approach makes models perform worse and recommends using built-in compaction methods instead.Sep 18, 20262 tweets♥ 2.5K