Airbnb migrated nearly 3,500 React component test files from Enzyme to React Testing Library in 6 weeks using a large-language-model-driven pipeline, a task the company had originally estimated would …
Neuro, an alpha-stage Ahead-of-Time compiled language for AI workloads, now compiles its full general-purpose language surface through an LLVM 20 backend, with planned MLIR-based tensor operations, En…
OpenAI reported that Asana saved $5.9 million by using OpenAI Codex to replace its outdated Enzyme testing system in two weeks for about $12,000, compared with a previous plan estimated to take five y…
Asana completed a massive migration off the testing framework Enzyme in two weeks using AI, a project that would otherwise have been postponed, according to The Pulse, a series covering Big Tech and s…
LFortran and Enzyme enable exact gradients from legacy Fortran code without rewriting, turning validated physics solvers into differentiable layers for JAX. The experimental stack compiles Fortran to …
LFortran, LLVM, and Enzyme have been combined to automatically differentiate legacy Fortran simulation code, producing exact gradients through a multi-step time loop that match an analytic answer. The…
PyTorch, JAX, and compiler-level tools like Enzyme use three different representations for automatic differentiation—runtime tape, functional trace-and-transform, and source (IR) transformation—each w…
Databricks will present its work on Spark Declarative Pipelines at SIGMOD 2026, where the paper has received an honorable mention award. The company's Enzyme system introduces innovations in increment…