- AI-Powered Ruby Tools — Building gems and frameworks that bring generative AI capabilities to the Ruby ecosystem
- Agent Architectures — Exploring multi-agent systems, MCP servers, and agentic workflows in Ruby
- Hierarchical Temporal Memory — Implementing HTM concepts for context management in LLMs, modeling short-term, working, and long-term memory
| Project | Description | Stars |
|---|---|---|
| prompt_manager | Manage prompts for generative AI systems |  |
| aia | AI Assistant — a Ruby gem for using genAI on the CLI |  |
| ragdoll | Multi-modal RAG engine for Ruby |  |
| agent99 | An agent framework for AI workflows |  |
| debug_me | A Ruby tool to print labeled values of variables |  |
| ai_client | Unified client for multiple AI providers |  |
| smart_message | Like an ORM for messages — abstracts format from broker |  |
| htm | Hierarchical Temporal Memory in Ruby |  |
- fact_db — Event Clock concept for capturing organizational knowledge through temporal facts
- typed_bus — In-memory fiber-async typed pub/sub bus
- self_agency — Exploring the agency of Objects in the LLM era
- simple_flow — Simple workflow orchestration
- dagwood — Dependency graph library
- sqa — Stock quantitative analysis on portfolios
- minerva — MCP server to infuse wisdom into AI agents
- helmsman — Adaptive instruction server for AI coding agents
