What it does
Every highlight is a network operation, and the maker reports enough errors to recommend exact local parsers for serious use.
Benchmarks & research
jev-lexer
Split source code mechanically, ask Jev what each fragment is, and render the guesses as syntax highlighting.
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How you can use it
Before touching any code, collect several code samples from your project to test. Your developer can feed these files into the experimental tool using an access key from TypeSafe. The tool breaks the code into words and symbols, asks the external model to classify each part, and paints the lines with colors.
Keep in mind that this experiment is slow and costly compared to standard code highlighters. Every file sends text across the internet and costs real money. Because the creator reports roughly one visual mistake out of every twelve parts, use this project as an interesting test rather than for real software.