LLVM is a ticker tracked in our intelligence system with 5 linked articles.
AMD's MI450 Gluon-based attention decode kernel achieves up to ~85% of peak HBM bandwidth (about 16–17 TB/s of a 20 TB/s peak) using a four-stage pipeline, TDM data paths, and Split-k across KV partitions, backed by detailed hardware features and open-source references.
Zig's devlog outlines major internal rebuilds, incremental compilation and type-resolution advances, new package-management workflows with offline considerations, and ongoing libc modernization, backed by concrete benchmarks and a near-term 0.17.0 release window.
Zig devlog delivers multiple hard updates: a major build-system rework separating configurer/maker to speed zig build, LLVM incremental compilation, type-resolution redesign, expanded std.IO experiments (io_uring and Grand Central Dispatch), two new package-management workflow tweaks (local zig-pkg and --fork override), and ongoing libc modernization; with release timing and concrete benchmarks.
Perry compiles TypeScript directly to native binaries across 25+ platforms using SWC for parsing and LLVM for codegen, delivering 2–5MB executables with no runtime and benchmarks claiming up to 18x faster performance than Node/Bun.
A technical narrative on using AI-assisted fuzzing to find miscompiles in LLVM and NVIDIA ptxas, detailing $10k+ in token costs, dozens of bugs, and implications for open-source vs closed toolchains and QA economics.
A data-rich benchmark of Boost.Container’s segmented iterators shows substantial, compiler-dependent performance gains over non-segmented paths (up to ~17x in some cases), with mixed results from inner-loop unroll hints and stdlib implementations.
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