Show HN: A lightweight compiler for untrusted AI Agent scripts (autolang.vercel.app)

Autolang has been introduced as a lightweight compiler designed to enhance the safety and control of AI agents interacting with code. In an age where AI tools often lack the restrictions necessary to prevent misuse, Autolang acts as an orchestration layer, enabling developers to safely expose only specific functions from existing languages like Python and JavaScript to AI. By verifying the AI's high-level logic through Autolang’s static compiler, the system ensures that AI-generated scripts operate within a controlled environment, significantly mitigating the risks associated with executing AI-written code. This innovation is particularly significant for the AI/ML community because it allows for the reuse of established software ecosystems while implementing rigorous safety measures. Autolang is optimized for handling short code snippets—typically under 100 lines—effectively managing concerns like infinite loops and null pointer errors through explicit limits and strict data handling. With a focus on balancing compilation speed and execution efficiency, Autolang positions itself as a safer and resource-efficient alternative to traditional programming environments, thus facilitating more reliable AI deployments without the overhead of complex sandboxing techniques.