Standalone, host-agnostic Ralph-loop driver: run any AI coding CLI (Claude Code, Codex, OpenCode, Gemini, Aider, Amp, Copilot, …) in a tight self-driving loop against a file-state workspace, with structured specs/tickets/gotchas/plan, stop conditions, and minimum-LLM-call defaults. Stdlib-only Python; no internet; no cross-skill dependencies.
| AI Engineering: Building Applications with Foundation Models (2025) by Huyen, Chip | |
| AI for Everyday IT: Accelerate workplace productivity (2025) by LeMaire, Chrissy, Abshire, Brandon | |
| AI and Machine Learning for Coders: A Programmer's Guide to Artificial Intelligence (2020) by Moroney, Laurence | |
| The AI Engineering Bible: The Complete and Up-to-Date Guide to Build, Develop and Scale Production Ready AI Systems (2025) by Caldwell, Thomas R. | |
| Applied AI for Enterprise Java Development: Leveraging Generative AI, LLMs, and Machine Learning in the Java Enterprise (2025) by Bueno, Alex Soto, Eisele, Markus, Vinto, Natale | |