Alibaba’s research team unveiled CoPaw and OpenSandbox, new open-source frameworks designed to scale local AI agent workflows and provide secure, isolated execution environments seamlessly. Context The development of autonomous AI agents has grown exponentially, but one of the biggest bottlenecks for developers is the …
Read More
Meta and Hugging Face launched OpenEnv, an open-source framework for evaluating AI agents in real environments, with Calendar Gym as the first production-grade benchmark. The Problem: Agents Shine in Research, Fail in Production AI agents often perform impressively in controlled research settings but struggle when …
Read More
Hugging Face released a skill for code agents (Claude, Codex) that teaches them to write production CUDA kernels, with speedups up to 2.47x demonstrated in benchmarks. What is a CUDA Kernel? Before diving into the release, it’s worth understanding the context: CUDA kernels are functions that run on NVIDIA GPUs. They …
Read More