Rust | martinuke0's Blog

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.

Illustration of Rust code with lock symbols forming a deadlock cycle.

How Formal Verification Prevents Deadlocks in Concurrent Rust Systems

A deep dive into how formal verification methods—like model checking and type‑level proofs—eliminate deadlocks in Rust’s concurrent code, with practical examples and tool recommendations.

Illustration of Rust code transforming into a WebAssembly binary with memory management symbols.

The Performance Cost of Garbage Collection in Rust WebAssembly Modules

A deep dive into the hidden performance costs of garbage collection in Rust‑compiled WebAssembly, with benchmarks, analysis, and mitigation tactics.