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265 postsUnigram: A Rust Codec Turning Bytes Into Single-Token Words for LLMs
Unigram is a Rust crate encoding bytes into words that cost exactly one LLM token each, giving fixed token-budget guarantees over hex or base64.
apitap: Rust-Based ELT Engine Moves 10M Rows in 9.9s
Open-source Rust engine apitap moves 10M database rows in 9.9 seconds via a single function call, benchmarked against dlt and ingestr.
Bun's Million-Line AI Rewrite Passed All Tests, Still Shipped 19 Bugs
Bun's AI-driven Zig-to-Rust rewrite passed every test yet shipped 19 regressions, exposing the gap between test coverage and true verification.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comHow homoglyph attacks slip past LLM guardrail filters
Jailbreak prompts written with Cyrillic and Greek look-alike characters easily bypass naive keyword filters. The fix: normalize text before matching, not after.
Cargo Symlink Flaw Disclosed as CVE-2026-5223
CVE-2026-5223: Cargo mishandled symlinks in third-party registry tarballs, risking cache overwrites; fixed in Rust 1.96.0.
Kino: A Rust-powered Ractor web server for Ruby 4.0
Kino brings Ractor-based parallelism to Ruby 4.0 with a Rust core, beating Puma clusters on speed and using up to 7x less memory.
Custom Vulkan Engine Beats llama.cpp by 1.44x for One Model on RDNA3
A hand-written Vulkan inference engine for one model on RDNA3 GPUs decodes 1.44x faster than llama.cpp with token-exact output parity.
Microsoft's tgrep: Trigram-Indexed grep in Rust, Up to 52x Faster
Microsoft's tgrep brings trigram-indexed, client/server grep to Rust, delivering up to 52x faster searches than ripgrep on large repos.
Rust's Never Type Finally Reaches Stable After Two Years of Work
Rust stabilizes its never (!) type after two years, resolving tricky type-inference edge cases while preserving backward compatibility.
Kakehashi: run macOS ARM64 binaries on Linux aarch64, no JIT
Kakehashi is an experimental userspace layer that runs macOS ARM64 binaries natively on Linux aarch64 without JIT, aimed at cutting CI costs.