Testing Audio Auto-Trim With Silence-Documented Files
Verify silence trimming against files with exact, documented leading and trailing silence timestamps.
Novus Examples · Guide · Intermediate · v2026.08
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Testing PDF Forms and OCR With Paired Fixtures
Use a documented AcroForm and a text-vs-scanned PDF pair to test form parsers, fillers, and OCR accuracy.
Novus Examples · Guide · Intermediate · v2026.08
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The CSV Edge Cases That Break Parsers
Quoted commas, embedded newlines, ragged rows, odd delimiters, and encodings — the CSV cases every parser should survive.
Novus Examples · Guide · Intermediate · v2026.08
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