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rust
200 postsBun'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.
How 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.
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.comKino: 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.
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.
Kernel-Level Enforcement for AI Agents via eBPF-LSM and Z3
Solo-built eBPF-LSM prototype enforces AI agent guardrails at the kernel syscall boundary with Z3 SMT checks; open break-it challenge on GitHub.
Amdb: Single-Binary Local Code Context MCP Server in Rust
Amdb is a single Rust binary MCP server offering fully local graph+vector code context retrieval, built for air-gapped and regulated environments.
Cargo-reapi: A Shared Build Cache for Parallel Rust Agent Pipelines
cargo-reapi adds a shared build cache to Cargo for parallel Rust agent pipelines, cutting redundant compiles across worktrees without replacing Cargo's build graph.
Bw24: From-Scratch Rust+CUDA LLM Engine Tuned for RTX 50 Blackwell
Bw24 is a from-scratch Rust+CUDA LLM inference engine tuned for RTX 50-series Blackwell GPUs, hitting up to 2.3x speculative decoding gains over llama.cpp.