Packages

Proc macros for compile-time contract enforcement — #[contract] attribute

Deterministic, leakage-safe contrastive data construction: class buckets, balanced few-shot selection, bounded pair sampling

Next-generation machine learning library in pure Rust

GPU edge-case test framework — null fuzzing, shared memory probing, lifecycle chaos, quantization parity, PTX poison trapping

Rust bindings for NVIDIA CUPTI profiling - ComputeBrick analysis

Data Loading, Distribution and Tooling in Pure Rust

GPU-first embedded analytics database with SIMD fallback and SQL query interface

Sovereign AI-grade distributed computing primitives for Rust (CPU, GPU, HPC)

PTX/SIMD/wgpu visualization and tracing CLI for Trueno

Fast Fourier Transform — Stockham auto-sort algorithm with SIMD acceleration

Compile-time GEMM microkernel code generation for trueno (sovereign, no external BLAS)

Pure Rust PTX generation for NVIDIA CUDA - no LLVM, no nvcc

GPU-first embedded graph database for code analysis (call graphs, dependencies, AST traversals)

GPU image processing primitives — convolution, Gaussian blur, Sobel, Canny edge detection

Model Context Protocol (MCP) server for aprender — exposes apr CLI as MCP tools

Monte Carlo simulations for finance, stock market, and business forecasting

Sovereign AI orchestration: autonomous agents, ML serving, code analysis, and transpilation pipelines

CLI for Presentar WASM apps - serve and bundle

Core types and traits for Presentar UI framework

Layout engine for Presentar UI framework

WASM-first visualization and rapid application framework

Terminal backend for Presentar UI framework with zero-allocation rendering

Testing harness for Presentar applications

Proc macros for Presentar testing framework

Widget implementations for Presentar UI framework

YAML manifest parser for Presentar UI framework

Pure Rust system call tracer with source-aware correlation for Rust binaries

Core tracing primitives for renacer — zero-dep span/event types for CPU-GPU pipelining instrumentation

Pure Rust PTX debugging and static analysis tool

Model certification tools and README synchronization

Property-based scenario generator for APR model qualification

K-quantization formats (Q4_K, Q5_K, Q6_K) for GGUF/APR model weights

Pure-Rust Retrieval-Augmented Generation pipeline built on Trueno

CLI for Trueno-RAG pipeline

Counter-based parallel RNG — Philox 4x32-10 with provable statistical properties

Model, Data and Recipe Registry with full lineage tracking

Pure Rust ML inference engine built from scratch - model serving for GGUF and safetensors

AI-powered shell completion trained on your history

Unified Simulation Engine for the Sovereign AI Stack

Dense linear algebra solvers — LU, QR, SVD, Cholesky with provable contracts

Sparse matrix formats and operations — CSR, COO, BSR with SIMD-accelerated SpMV/SpMM

N-dimensional tensor contractions — Einstein summation via TTGT (cuTENSOR parity)

CLI for Probar: Rust-native testing framework for WASM games

Proc-macro crate for Probar type-safe ECS selectors (Poka-Yoke)

NASA/DO-178B-grade Rust DSL for type-safe JavaScript generation

Probar: Rust-native testing framework with pixel coverage, TUI snapshots, and visual regression

100% test coverage calculator showcase demonstrating Probar TUI + WASM testing

Training & Optimization library with autograd, LoRA, quantization, and model merging

Distillation benchmarking and hyperparameter sweep tool

Shared infrastructure for entrenar CLI tools