10000app
10000app #0098 · PMF pre-judgment 76/100 · a $3 low-end structural preflight under strong Articulate, Smartling and human-LQA substitutes

Same lesson count.
Different critical token?

Compare already translated, user-aligned segments before a human language review. Exact token differences stay visible; matching tokens prove only structure, never semantic equivalence, translation quality or readiness to publish.

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Source → target structural preflight

Release gateADD ALIGNED SEGMENTS
Valid / invalid / duplicate0 / 0 / 0
Token match only / review / cannot tell0 / 0 / 0
Number / date differences0 / 0
URL / placeholder differences0 / 0
Markup / empty differences0 / 0
Boundary fixtures0 / 12
SegmentSource previewTarget preview / languageMechanical resultDifference typesReviewer / decision

Holds and human review queue

    “Token match only” means the narrow extracted token bags match. It says nothing about omitted prose, mistranslation, tone, reading level, cultural fit, accessibility, legal effect or education equity.