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作者从零构建了一个 GPU 编译器 emmy，展示如何通过多级中间表示（IR）将 PyTorch 计算图逐步 lowering 为 CUDA 内核，并发布了讲座视频、文章和开源代码。在多个基准测试中其生成的内核超越 Torch Inductor 和 cuBLAS，且支持 vLLM 端到端模型推理服务。
Clip, an AI expert available on the AutoGPT marketplace, generates showreel-quality 15-second vertical ads entirely in code from a customer's real website assets, with transparent delivery notes and an editable workflow. Hiring is free, with work billed against a balance capped at $5 per week.
Microsoft has declared Rust as a tier-1 language for internal development and introduced rustc_codegen_utc, a new code generation backend that integrates Rust with MSVC for enhanced Windows platform support.
Bun-sqlgen is a type-safe raw SQL library for Bun that uses code generation to check queries against a live Postgres or SQLite schema, producing fully-typed, null-safe results without an ORM.
Progress on jax-js includes new matmul benchmarks, faster real-time TTS demo, improved codegen, and an LLM demo running Gemma 3 270B. jax-js is an open-source web ML framework.