GSH is a lightweight interactive REPL for the Gleam programming language, built in Gleam and Erlang. It provides fast in-memory code compilation (~18ms evaluation), hot-reloading, tab-completion, and BEAM VM integration for debugging, prototyping, and interactive development without JavaScript support.
Julia 1.13 has been released with significant performance improvements, including 30% faster package precompilation than version 1.12 and 20% faster startup times. The release introduces new REPL features like syntax highlighting, redesigned history search with fuzzy finding, and Windows support for bracketed paste, along with improvements to macros and the hash function.
Julia 1.13 has been released with significant performance improvements, including 30% faster package precompilation than version 1.12 and ~20% faster startup times. The release features new REPL enhancements including syntax highlighting, redesigned history search with fuzzy finding, and bracketed paste support on Windows.
Julia 1.13 has been released with significant performance improvements, including 30% faster package precompilation than 1.12 and ~20% faster startup times. The release features new REPL enhancements including syntax highlighting, redesigned history search with fuzzy finding, and improved terminal paste handling, along with new macros and updated hash functions.
The author argues for building programming languages and tools designed specifically for LLMs rather than adapted from human-oriented tools like Python and bash. Such tools should prioritize security, provide rich feedback mechanisms, enable introspection and exploration, and support scaling to thousands of agents, with a REPL-based environment that allows models to discover and test capabilities.