We build high-performance, cross-platform software, and here make available selected utilities designed to make the terminal more powerful and AI-integrated.
| Tool | Description | License |
|---|---|---|
| for-each | Run commands per line of input with variable support. | MIT |
| runai | CLI for AI-driven development and automation. | MIT |
| clipx | Easy cross-platform piping to/from the system clipboard. | BSL |
| runai-publish | Python library and CLI for publishing text and document sources to production-friendly output formats. | BSL |
| keep-going | A tiny utility for terminal morale and persistence. | MIT |
Our tools are designed to work together following the Unix philosophy.
Attach files directly to AI prompts across a whole project:
ls *.py | for-each runai -t "Add docstrings and type hints" --attach $1Create multi-step AI workflows by piping runai or computer outputs into for-each:
# Research and Design Chain
runai -t "List 10 molecules associated with Alzheimers" | for-each runai -t "Design molecular sim"
# Data Discovery Chain
computer "List 5 closest stars briefly" | for-each computer "Plot a course to star '$1'"Seamlessly move data between your terminal and GUI applications:
# Capture output to clipboard
cat README.md | clipx
# Use clipboard content to create files
clipx -p > newfile.txt
# For each URL on the clipboard do git clone
clipx -p | for-each git cloneThe core productivity utilities are released under the MIT License, while others, such as runai and runai-publish, are released under Business Source License. Contributions and feedback are always welcome!
Scalable, professional tools for lexicography, terminology, corpus, translation and other language work - powering dictionary projects and language workflows across multiple continents.
A flexible, customisable 'engine' for integrated AI chatbot/robot applications. AI assistants, language tutors, educational chatbots and more. Commercial licensing of platform.
- CUDA samples scaling to millions of particles on a laptop GPU, and including LJ molecular sim sample (BSL)
DJ Software and Technology Website | LinkedIn, language software



