Instant Claude Code compaction

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  tamara

  @tamarajtran

  found the perfect use case for @typesafeai Jev: instant compaction in 2026, why is compaction still a summarization prompt? Jev can make it instant by scoring every tool call and dropping what’s irrelevant

  

  X·Context and memory

  Pick

  Instant compaction for Claude

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  Baris Terzioglu

  @terzioglubrs

  Agent memory is usually just an append-only Markdown file that grows forever, and most frameworks load the whole thing into context on every single run. That has been bothering me for a while, but never quite enough to fix it for our agents. Jev feels like it might be a low effort patch to this, by simply scoring each memory against the prompt first, then load only the relevant bits for that specific request.

  

  X·Context and memory

  Agent memory is usually one growing file

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  たく｜ガチのCopilot達人

  @taku_ai_case

  これはめちゃくちゃ勉強になりました。 Jevに回答させるのではなく、CodexやClaude Codeへ渡す記憶候補を選ばせる。文章を書けないAIの特性を、ここまで実用的な仕組みに落とし込む発想がすごいです。

  

  X·Context and memory

  Let Jev pick the memories, not the answer