Pythona vs ShelveApp

Run Python — and large language models, fully on-device — right on your iPhone and iPad. Pythona is a full-featured Python 3.14 IDE that brings real scientific computing, notebooks, and local AI to your device. Jupyter-style notebooks Write and run Python in cells, just like Jupyter — charts, tables, images, and math render inline. Open, edit, and save .ipynb files to run data analysis and experiments anywhere. On-device AI & machine learning Run large language models entirely on-device with MLX, Apple's ML framework for Apple Silicon — inference runs locally, no API keys required. Try the included local LLM demo to get started in seconds. Scientific computing, preinstalled NumPy, SciPy, scikit-learn, Pandas, Matplotlib, OpenCV and more come precompiled and ready to import. A local Python environment - Python 3.14 with popular libraries - Smart, fast code completion - Syntax highlighting for many languages (JavaScript, C, Rust, Go, HTML, CSS, Shell, and more) - Markdown file preview - Create, save, and organize your scripts, and install more pure-Python packages via the built-in package manager Whether you're prototyping ML ideas, running data analysis, or learning Python on the go, Pythona puts a genuinely capable Python environment in your pocket.

Shelve is a powerful SSH client for iOS with a built-in AI coding agent. Connect to your servers, run terminals, and let Claude or Codex work on your codebase — all from your iPhone. AI AGENT OVER SSH Run Claude or Codex directly on your remote servers. Multi-session conversations organized by working directory, with git-aware context, image attachments, safety approvals, and model selection. FULL TERMINAL Native terminal emulator with color support, keyboard shortcuts, and smooth scrolling. Manage tmux sessions and keep your work running. HOST WORKSPACE A complete toolkit for every server: • Terminal — Interactive shell access • Tmux — Session management • Browser — Discover and access web services by port • Files — Browse and manage remote files • Services — Monitor Docker, PM2, and system processes • System — View server metrics and resource usage • Logs — Tail and search remote log files SECURITY FIRST • SSH keys generated in the Secure Enclave • Biometric authentication (Face ID / Touch ID) • Full audit log of all key signing operations • Safety approval system for AI agent commands Built for developers who manage servers on the go