Benchmarking different Large Language Models on practical software development challenges

LLM-guided CUDA kernel generation framework with correctness validation and roofline analysis

Docs for Typical: the AI-native language authored entirely by ephemeral agents (SEA). Fully statically analyzable, TypeScript-familiar, Rust-backed, and engineered as a civilization-scale substrate. The design effort is being massively front-loaded. This repo is the official artifact store.

Useful classes and methods for researching code-generation by LLMs.

BackBone AI is an innovative AI-driven code generation project designed to rapidly bootstrap robust and scalable backends using FastAPI and SQLAlchemy. It transforms natural language or structured schema definitions into production-ready Python code, focusing specifically on data persistence and API logic.