Research Projects

• markitdown
  Python tool for converting files and office documents to Markdown.

  

  

• autogen
  A programming framework for agentic AI

  

• magentic-ui
  MagenticLite is an experimental agent that works across the browser and local file system

  

• multi-agent-marketplace
  Magentic-Marketplace: Simulate Agentic Markets and See How They Evolve

  

• mcp-interviewer
  Catch MCP server issues before your agents do.

  

• agdebugger
  An interactive system for debugging teams of AI agents.

  

• HAXPlaybook
  The HAX Playbook is an interactive tool for generating interaction scenarios to test when designing user-facing AI systems.

  

• sentinel_environments
  Environments that evolve over time to test monitoring and proactive scenarios.

  

• rifts
  Code for Navigating Rifts in Human-LLM Grounding: Study and Benchmark (ACL 2025)

  

• collaboration_gap
  Repository for The Collaboration Gap: Exploration and Benchmarking of Open-World Agentic Cooperation.

  

Personal Projects

• aprstastic
  An APRS <-> Meshtastic Gateway

  

• discord_mesh_bot
  Simple script for relaying meshtastic messages onto Discord.

  

• hamkit
  A collection of Python tools for HAM radio.

  

• aprs-assistant
  An LLM-based assistant for the Automatic Packet Reporting System (APRS).

  

• aprsd-assistant-plugin
  APRSd plugin for hosting the APRS Assistant chatbot (aprs-assistant)

  

• cabin-fever-x86
  Text adventures over radio.

  

• pyra
  A Python implementation of region algebra for querying semi-structured text documents.

  

• zelpy
  Minimal python client for the Zello Channel API