Implementation
Hugging Face
tokenizers v1: encode, decode and scaling, measured
Explore the original at its publisher.
Opening the reading room…
Practical lessons, original research, and the details that make systems work.
Explore the original at its publisher.
FINDING BUGS Sep 19, 2026 Are generative (randomized) tests significantly more effective than example-based unit-tests at discovering bugs? There’s an interesting discussion about this on lobste.rs. One argument in favor of unit tests is, paraphrasing > My generic fuzzer wasn’t able to find this tricky bug in Rust regex crate. To me, it seems that