{"slug": "ghost-shell-building-a-haunted-ai-terminal-with-google-gemma-mlh-dev-october", "title": "👻 Ghost Shell: Building a Haunted AI Terminal with Google Gemma | MLH DEV October Challenge", "summary": "A developer built Ghost Shell, a terminal tool that pipes Bash/Zsh commands through Python to a locally running Ollama instance serving Google's Gemma 3 model, giving the shell a persistent memory of deleted commands and files. The project was submitted to the MLH × DEV October writing challenge and emphasizes offline inference, privacy, and customization for developer workflows.", "body_md": "This is a submission for the [MLH × DEV Writing Challenge](https://dev.to/mlh-hackathon).\n\nWhat if your terminal remembered everything you deleted?\n\nIntroduce Ghost Shell and its core features.\n\nExplain the hackathon, original idea, development process, and challenges.\n\nExplain the architecture: Bash/Zsh → Python → Ollama → Gemma 3.\n\n[https://symoiz.github.io/ghost-shell/](https://symoiz.github.io/ghost-shell/)\n\n[https://github.com/SYMOIZ/ghost-shell](https://github.com/SYMOIZ/ghost-shell)\n\nDiscuss local AI, open-source development, and integrating AI into developer workflows.\n\nDiscuss privacy, offline inference, customization, and accessibility.\n\nEven deleted files deserve a story.", "url": "https://wpnews.pro/news/ghost-shell-building-a-haunted-ai-terminal-with-google-gemma-mlh-dev-october", "canonical_source": "https://dev.to/sy_moiz_6b567186a50fc3b0c/ghost-shell-building-a-haunted-ai-terminal-with-google-gemma-mlh-x-dev-october-challenge-186m", "published_at": "2026-10-31 17:14:38+00:00", "updated_at": "2026-10-31 17:22:27.186508+00:00", "lang": "en", "topics": ["artificial-intelligence", "large-language-models", "ai-tools", "developer-tools", "ai-agents"], "entities": ["Google", "Gemma 3", "Ollama", "Ghost Shell", "MLH", "DEV"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/ghost-shell-building-a-haunted-ai-terminal-with-google-gemma-mlh-dev-october", "markdown": "https://wpnews.pro/news/ghost-shell-building-a-haunted-ai-terminal-with-google-gemma-mlh-dev-october.md", "text": "https://wpnews.pro/news/ghost-shell-building-a-haunted-ai-terminal-with-google-gemma-mlh-dev-october.txt", "jsonld": "https://wpnews.pro/news/ghost-shell-building-a-haunted-ai-terminal-with-google-gemma-mlh-dev-october.jsonld"}}