zero-allocation

noalloc 是一个用 AI 编写的 Go 工具链，可通过 `//noalloc:root` 等指令检查函数调用树中的堆分配，并提供固定容量的零分配数据结构（含 JSON 编解码器）以帮助编写无堆分配代码。

libargus is a zero-allocation native AI inference runtime that consolidates LLM, speech, and vision pipelines behind a Project Panama FFM boundary for Java 22+, enabling low-latency local execution.

wolfSSL has released wolfCOSE, a zero-allocation C library implementing CBOR and COSE with post-quantum signing support (ML-DSA) and a tiny footprint, targeting embedded systems.