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Corrects issue with tree builder manifesting incorrect nodes#137

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JohnathonKoster merged 2 commits intomainfrom
duplicate-directive-issue
Mar 14, 2026
Merged

Corrects issue with tree builder manifesting incorrect nodes#137
JohnathonKoster merged 2 commits intomainfrom
duplicate-directive-issue

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Corrects an issue where the tree builder would "invent" new nodes as a result of its speculative directive training pass. This PR works to resolve that by enforcing stricter requirements in the tree builder, and hardening some of those code paths.

@JohnathonKoster JohnathonKoster merged commit 92262f1 into main Mar 14, 2026
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