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    LLeMbas CLI 2.0.0-beta.2 — the prefix stays still
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    Pre-Release

    Homer released this 2026-11-07 21:55:16 +00:00 | -28 commits to main since this release

    LLeMbas CLI 2.0.0-beta.2

    A beta for LLeMbas 2.0: install by tag, by hand. No update feed offers it.

    Harness spec 3.1.0: what the model has already read stays exactly as it was, so its server
    can reuse it instead of reading the whole session again.

    Changed

    • The system prompt is made once per session — at the start, after a compaction, on a model
      switch — kept with the session and sent byte for byte on every request; a resumed session sends
      the one it kept. It holds no date any more.
    • What changes during a session is said in a note after your words on your next message: the
      date (on the first message, and when it changes), a permission mode you chose, a plan you
      changed, memory or an instruction file you edited, a personality you picked, an MCP server's
      instructions that arrived later. The model's own changes (its plan, its edits, a plan approval)
      are not said again. Notes are not shown as your words.
    • The tool list is the same for the whole session. plan_submit is offered in every mode and
      answers that it works only in plan mode; show is offered from the start where the session can
      have a viewer; knowledge search is decided as the session starts. The tools stay listed when a
      step limit or budget winds a prompt up (a call in that answer is not run), and a tool refused
      for good stays listed and answers that refusal. The first request waits up to 3 seconds for the
      configured MCP servers, so their tools are in the first list.
    • Compaction asks for its summary as the next turn of the same conversation instead of a
      separate request with a pasted transcript, so it reuses what the server has read and no longer
      loses the middle of a long session. A tool call in the summary's reply is not run.

    Added

    • Cached input tokens are recorded for every request (the usage's own count, or llama.cpp's
      timings and progress), kept with the session, and shown by /context for the last request.
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