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    Engineer Questions Astra Repeating Hidden Thinking Traces

    Engineer shares screenshot and asks others about identical phrases from hidden traces in Astra replies.

    LU
    1 Source, 26d ago, first seen 26d ago

    TLDR

    Luka, an engineer at Castle.xyz, posted on X asking if others have noticed a pattern with Astra. The post describes statements from a hidden thinking trace appearing identically in the final reply. Luka suggests this may occur to save on full-pass tokens. The attached screenshot shows partial paragraphs in dark mode with visible text including browser testing, and review artifacts. The message frames the observation as a question to the community rather than a confirmed mechanism.

    Combined views

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    1 Source, first seen 26d ago

    Combined views

    2.9K

    1 Source, first seen 26d ago

    45 likes
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    2 comments
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    1 Source

    @lukalotlhave you all been seeing with Astra? a way of repeating statements made during some hidden thinking trace identically in the final reply to save on full-pass tokens

    1 Source

    @lukalotlhave you all been seeing with Astra? a way of repeating statements made during some hidden thinking trace identically in the final reply to save on full-pass tokens