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90 postsLibxml-rs: A Forensic Native-Rust Reimplementation of libxml2/libxslt
Libxml-rs reimplements libxml2 and libxslt in native Rust with byte-exact ABI and behavioral parity as a C-ABI drop-in replacement.
Audit Finds Community LLM Fine-Tunes Often Perform Worse, Not Better
A contamination-controlled study of 150 HuggingFace fine-tune pairs finds most community fine-tunes score worse, not better, on never-seen benchmark items.
Csveee: Rust CSV Parser Hits 192 GB/s With Speculative Parsing
Csveee is a parallel Rust CSV parser using speculative chunk parsing, reaching up to 192 GB/s and a 10x speedup over rust-csv.
UAP: An Open Ad Protocol That Can't Touch LLM Answers
UAP is an open, vendor-neutral protocol letting any LLM provider sell ads without altering answers or leaking conversation context.
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.comLLM Judges Verify Presence, Not Absence: Blind Spot in AI Clinical Notes
New research shows LLM judges struggle to detect omissions in AI-generated clinical notes; a restructured fact-checking method significantly improves detection.
Serde-shape reflects Rust's Serde data model without serializing
serde-shape is a Rust crate that reflects Serde's serialization and deserialization data model as an inspectable graph, without running Serde itself.
Solana's Alpenglow Upgrade Replaces TowerBFT With Votor
Solana's Alpenglow upgrade swaps TowerBFT and PoH for Votor, cutting finality to ~100-150ms while tightening BFT tolerance to 20% adversarial stake.
Compose Multiplatform Now Available for Apple tvOS
Community project brings Compose Multiplatform to Apple tvOS, filling a gap left by JetBrains.
Tracking Down a Silent Memory Leak in a Rust macOS NVR
How a Rust macOS NVR's hidden memory leak was isolated using custom malloc zones and traced to a wgpu error path.
From Silicon to Solver: Reverse Engineering Jane Street's GDSII Puzzle Chip
How a Jane Street puzzle's raw GDSII chip layout was reverse engineered into verified Verilog, recovering 722 gates to solve an 11x11 Star Battle.