Deciding with Jev AI

Tamara Tran's post on X, curated on eChai

  • Inside the coding agent

    Curated from X →

    Tamara Tran's is the post the week's biggest idea came from. Every coding agent compacts a full context window by asking a model to summarise it; her plugin instead has Jev score every tool call in the transcript and drop the ones that no longer matter, in about a second. It is open source as fast-jev-compaction, and Diogo Almeida's reply was that it frees coding agents from designing around the KV cache.

    Tamara Tran Tamara Tran

    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

    github.com tamaratran/fast-jev-compaction
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