EmergentBit

~/projects

Projects

Open-source experiments, tools, and libraries I'm building — mostly in Rust with a focus on language models and functional design patterns.

Active

LLM Inference Engine in Rust

Active

A from-scratch inference runtime for transformer-based language models, written in Rust with a focus on memory efficiency and zero-copy tensor operations.

RustLLMsTransformersSIMD

Functional Combinator Library

Active

A Rust library exploring algebraic data types, monadic composition, and parser combinators — drawing inspiration from Haskell's ecosystem.

RustFunctional ProgrammingParsers

Modular RAG Pipeline

Active

A composable retrieval-augmented generation pipeline with pluggable embedding backends, vector stores, and reranking strategies.

RAGLLMsTypeScriptEmbeddings

Work in Progress

Emergent Agents

WIP

An experimental multi-agent framework where LLM agents coordinate through message-passing and shared state without a central orchestrator.

LLMsAgentsRustTypeScript

Archived

Type-State Machine

Archived

Using Rust's type system to encode state machines at compile time — illegal transitions become type errors, not runtime panics.

RustType TheoryState Machines