Field guides

Text workflow guides

Original, reproducible tests built from fixtures and the shared transform core—not generic tip lists.

Workflow test · 10 samples

Base64 and Unicode: A 10-Sample UTF-8 Round-Trip Test

Deterministic UTF-8 Base64 encode/decode fixtures for ASCII, accents, Cyrillic, Arabic, CJK, emoji, combining marks, newlines, empty input, and malformed decode.

Does Base64 encode → decode restore the exact UTF-8 string for these scripts, and how does malformed input fail?

Workflow test · 16 samples

Case Conversion Edge Cases: A 16-Sample Determinism Test

Generated outputs for sentence/title/camel/Pascal/snake/kebab/upper conversions covering acronyms, brands, surnames, apostrophes, hyphens, numbers, and non-Latin text.

Where is automatic case conversion deterministic yet still semantically wrong for names, brands, and acronyms?

Workflow test · 12 samples

Cleaning Text Copied from PDF: A 12-Sample Paste Artifact Test

Reproducible fixtures for PDF copy/paste artifacts—hard wraps, soft hyphens, headers, spacing—tested with local transforms. This site does not parse PDF files.

After copying text out of a PDF, which cleanup steps are safe to automate, and which still need a human?

Workflow test · 12 samples

Deduplicate Then Sort: A 12-Pipeline Order Test

Controlled list fixtures showing when trim, deduplicate, and sort order change the final lines—including case, accents, and natural sort.

Does trim → dedupe → sort produce a different list than sort → dedupe on the same messy input?

Workflow test · 15 samples

Removing URLs and Emails: A 15-Token Privacy Scrub Test

Fixture-backed URL and email removal with false-positive and false-negative cases. Convenience cleanup only—not redaction or compliance tooling.

Which URL and email patterns does the shared remover catch, and which identifiers still leak through?

Workflow test · 10 samples

SERP Snippet Fields: A 10-Pair Length and Preview Test

Measures title/description lengths, tool warning thresholds, missing fields, and preview-oriented placement—without ranking or guaranteed truncation claims.

What does Meta Title & Description Checker actually measure for these ten title/description pairs?

Workflow test · 14 samples

Text Diff Modes: A 14-Pair Comparison Test

Fourteen Text Diff fixture pairs covering exact, case, whitespace, blank lines, edits, Unicode, word mode, and newline normalization.

Which live Text Diff ignore/compare options turn a visible edit into a match, and which differences always remain?