PromptResponse

A cross-platform form application that abandons the page metaphor. Instead of wrestling with PDF quirks, Word's fragile form fields, or Excel protection schemes, PromptResponse uses a portable text-based format (.apr) built on JSON.

  • Pure JSON format for easy database import, webhook submission, and programmatic processing
  • Responsive forms that adapt to any screen without fixed layouts
  • WCAG 2.1 Level AA accessibility by design
  • Safe to open untrusted files (no code execution)
  • Built with .NET 8 and AvaloniaUI for cross-platform support
Active Development

Klareco

An experimental conversational AI for Esperanto that prioritizes deterministic, explainable processing. The core idea: leverage Esperanto's regular grammar to replace neural components with programmatic logic, using learned parameters only for semantic reasoning.

  • Esperanto's 16 grammar rules encoded directly in the parser, not learned
  • Pipeline: text → deterministic parser → AST → compositional embeddings → deterministic output
  • ~333K learned parameters handle semantics; grammar is fully programmatic
  • Thesis: explicit grammar via ASTs lets a small core match larger models while remaining explainable
Experimental

Harbor

A desktop application framework as an Electron alternative. Harbor embeds the Servo browser engine to render web UIs, communicating with local backends exclusively over Unix Domain Sockets (Named Pipes on Windows).

  • Zero network exposure—no TCP ports to scan or attack
  • Use any HTTP backend: Flask, FastAPI, Node.js, gunicorn, nginx
  • Managed backend lifecycle: start, health check, restart on crash, cleanup on exit
  • Lower memory usage and smaller bundles than Electron
Experimental
Related Projects
Rigging — Scaffold generator for Harbor applications. Creates project structure, configuration, and build tooling.
Compass — Developer tools for Harbor. Live reload, request inspection, and debugging utilities.
Corsair — Packaging and distribution toolchain. Handles bundling, code signing, and platform-specific installers.

EDDI

A secure application launcher that exposes web applications exclusively as Tor hidden services. All inter-process communication uses Unix domain sockets, achieving zero TCP port exposure.

  • Applications accessible only via .onion addresses
  • No local network ports to discover or attack
  • Built-in Tor integration and hidden service management
Experimental