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265 postsRefactoring Cuts AI Coding Agent Token Costs by 83%
An experiment shows refactoring an AI-agent-built codebase cut input token costs for repeated code changes by 83%.
Taetype-WASM Brings a Pure-Rust, Unsafe-Free Font Engine to Browsers
Taetype-WASM ports a memory-safe, unsafe-free Rust font engine to WebAssembly, enabling full decode, subset, shape, and rasterize in the browser.
NMEMORY: An AI Agent Memory That Refuses to Guess
NMEMORY is a local, network-isolated AI agent memory over MCP that abstains instead of fabricating answers. Rust, SQLite, 21 MCP tools, verifiable guarantees.
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.com737x Faster LangGraph Checkpoints: Where Rust Wins and Where It Loses
fast-langgraph accelerates LangGraph's deepcopy-based checkpointing with Rust, delivering up to 737x speedups on large state but no gain on small flat dicts.
Study Maps How Wildly Async/Await Semantics Differ Across Languages
Research paper formalizes nine async/await design dimensions, showing why seven language runtimes produce different results for the same program.
NVIDIA's CUDA Rust Brings Native GPU Kernel Writing in Rust
NVIDIA's CUDA Rust lets developers write GPU kernels natively in Rust through two tracks: SIMT via cuda-oxide and Tile via cutile-rs.
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.
Rust crate arrayref 0.3.10 pulls in malware via proc-macro1 dependency
crates.io package arrayref 0.3.10 pulls in malicious proc-macro1, executing remote payloads and affecting Rust GUI projects like egui and iced.
Rust Moves Toward Stabilizing Polonius Alpha Borrow Checker
Rust's Polonius alpha borrow checker nears stabilization, fixing NLL limitations with new tests, a formal model, and performance validation.
Slater: A Low-Memory GraphDB for Graphs That Don't Fit in RAM
Slater brings disk-native, low-memory graph storage with full neo4j Bolt compatibility, live writes, and built-in vector search.