Rust

An open-source course and reference implementation for a self-scaling OCR pipeline on Kubernetes, using Rust for ingestion, vLLM for inference, Redis and KEDA for event-driven scaling, and MCP integration for agent use.

Aerial is a local-first Rust tool for agent-to-agent messaging and orchestration, with durable mailboxes, a supervisor, and an MCP adapter. The page shows what it does, how it works, and basic install commands.

A Python CLI and research toolkit for simulating AI training math before model training. It estimates memory, training time, token budget, config risks, benchmark speed, and reliability, with optional native Rust and C backends.

SecretSpec 0.12 adds audit logs and reason-required secret access for coding agents, with CLI, SDK, and config support.

Whitman is a Rust CLI for selecting an AGENTS.md profile and linking it into the current project. It supports interactive profile browsing, profile creation, and safe symlink handling across local projects and Git repositories.

A local-first desktop environment for dispatching coding tasks to any model and any agent, with diff review, terminal streaming, task history, and per-project configuration.

Rust-based DAG pipeline engine with a visual node editor for building and running workflows. The repo shows programmatic usage, a UI package, and examples for chaining processors like image loading, grayscale conversion, and saving output.

A pure Rust code-assist engine focused on AST safety checks, multi-agent symbol coordination, taint tracking, incremental parsing, and MCP integration. The repository page includes an overview, performance claims, architecture notes, and configuration references.

A research article describing an empirical runtime-monitoring approach for multi-turn LLM agents, backed by 3,175 runs across four benchmarks. It also points to an open-source implementation, state-harness, with Rust/Python support, LangGraph and CrewAI adapters, CLI tooling, and OpenTelemetry export.

Open-source local AI character platform that runs with llama.cpp and offers CLI, TUI, and a simple web server for character roleplay without cloud accounts or subscriptions.

A detailed write-up about using AI coding agents to build and tune a Rust multi-Paxos consensus engine, with concrete notes on contracts, spec-driven development, testing, and performance work.

A Rust CLI that wraps Claude Code for programmatic use, forwarding flags, injecting one-shot prompts, tailing session transcripts, and exiting automatically after the turn completes.

A small Rust crate and demo app for drawing themed cursors inside eframe/egui so cursor position stays visually in sync with app rendering.