Rust | martinuke0's Blog

Illustration of a Rust crate connecting to several LLM provider APIs.

Implementing Liter-LLM: Architecting Rust-Powered Polyglot Bindings for Multi-Provider Inference and Production-Ready Pipelines

A step‑by‑step guide to designing a Rust inference engine, exposing it to multiple languages, and wiring it into a fault‑tolerant, observable production workflow.

Illustration of Rust and multiple LLM provider logos connected by code.

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

Explore the Rust‑centric architecture, FFI patterns, and scaling tricks that let you serve multiple LLM providers from a single, high‑performance service.

Illustration of Rust code weaving together multiple LLM provider icons.

Implementing Liter-LLM: Architecting Rust-Powered Polyglot Bindings for Multi-Provider LLM Integration and Production Pipelines

A deep dive into the design, Rust implementation, and deployment patterns that enable multi‑provider LLM integration at enterprise scale.

Diagram of tri‑color marking stages in a concurrent garbage collector.

Implementing Concurrent Garbage Collection: Tri-Color Marking Architecture, Mutator Barriers, and Real-World Patterns

A deep dive into the tri‑color marking algorithm, mutator barriers, and proven patterns that power concurrent GC in modern runtimes.

Illustration of Rust gear meshing with LLM provider icons.

Implementing Liter-LLM: Architecting Rust-Powered Polyglot Bindings for Multi-Provider LLM Integration and Production Pipelines

A deep dive into Liter-LLM’s Rust architecture, polyglot bindings, and production‑ready patterns for integrating OpenAI, Anthropic, and Azure OpenAI.