Rust | martinuke0's Blog

Diagram of Rust core communicating with multiple LLM provider APIs.

Implementing Lite-LLM: Architecting Rust-Powered Polyglot Bindings for Multi-Provider LLM Integration and Deployment

A step‑by‑step guide to designing a Rust core that exposes idiomatic bindings for Python, Node.js, and Go, enabling seamless multi‑provider LLM orchestration in production.

Illustration of Rust code connecting to several large language model APIs.

Implementing Liter-LLM: Architecting Rust-Powered Polyglot Bindings for Multi-Provider Large Language Models

Liter-LLM shows how Rust can serve as a high‑performance bridge to multiple LLM APIs, delivering async safety, unified error handling, and extensible bindings for production workloads.

Diagram of a Rust service routing requests to multiple LLM providers.

Implementing Liter-LLM: Architecting Rust-Powered Polyglot Bindings for Multi-Provider LLM Integration at Scale

A deep dive into the design, Rust implementation, and scaling tricks behind a multi‑provider LLM integration layer that runs in production.

Diagram of Rust and LiteLLM integration.

Architecting LiteLLM with Rust: Building High-Performance Polyglot Bindings for Multi-Provider LLM Orchestration

A deep dive into using Rust to extend LiteLLM, creating fast, type‑safe bindings that let engineers orchestrate multiple LLM providers from a single, performant API.

Illustration of a typed state machine with phantom markers.

Encoding State Transitions with Phantom Types for Safety

A deep dive into using phantom types to model state machines in Rust, showing how compile‑time checks eliminate invalid transitions.