@instrumenttool.md_8

videoMD · tier B

InstrumenTool.md-8 · 33,953 followers · 2026-06-19 18:01 · 36s

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Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

🔥Betoniere BETOOL 160.180,200L ☎️078833311 #betoniera #betoniere #betool #creatorsearchinsigh #concretemixer

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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Hashtags

#Creatorsearchinsigh#betoniera#betool#betoniere#concretemixer