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How I Use AI for 90% of My Rust Code — My Workflow

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Source: Jeremy Chone
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  • description: Here is how I use AI in my Rust production coding today. I went from 40% AI-generated code to 90% in 5 months .. but .. without losing control. - Core tenet: Control First, Magic Second. - I treat specs, best practices, and plans as code. - Some files are checked into the codebase, others are more ephemeral — but everything lives as files, including prompts and chats. - I focus on flattening the software complexity curve to guide AI toward building scalable code. - The goal is to generate as much as possible with AI — not just to delegate, but to collaborate for better design, better code, and higher velocity. I use a custom AI runtime (CLI) I built in Rust over the past year: AIPack, with a `pro@coder` pack that enables this workflow effectively. ➜ https://aipack.ai ➜ gemini flash 3 vs. gpt 5.4 mini auto-context test: https://news.aipack.ai/p/gpt-54-mini-vs-flash-3-which-model === Links ➜ Discord general-rust - https://discord.gg/W2besKCzjx ➜ Twitter - https://twitter.com/jeremychone ➜ JC Zed Config, Tasks, Alacritty, TMUX - https://github.com/jeremychone/jc-zed-config Pro Coding Rust with AI ➜ Discord genai & aipack - https://discord.gg/6KkpQBKGFS ➜ AIPACK - https://aipack.ai/ - Built in Rust, 25MB CLI to run, build, share custom agents ➜ AIPACK Blog - https://news.aipack.ai/archive - Posts and videos about AIPACK ➜ pro@coder demo - https://news.aipack.ai/p/production-coding-example-with-procoder - Production coding with AI == JC Playlists: - Everything Rust Programming - Tutorials, Courses, Tips, Examples: https://youtube.com/playlist?list=PL7r-PXl6ZPcCIOFaL7nVHXZvBmHNhrh_Q - AI Production Coding - https://www.youtube.com/playlist?list=PL7r-PXl6ZPcB2zN0XHsYIDaD5yW8I40AE - AIPACK Playlist - https://www.youtube.com/playlist?list=PL7r-PXl6ZPcDBodiiTdUeCmUwsYFyDzGt - Rust AI Programming Series: https://www.youtube.com/playlist?list=PL7r-PXl6ZPcBcLsBdBABOFUuLziNyigqj - Rust Web App Production Coding Series: https://www.youtube.com/playlist?list=PL7r-PXl6ZPcCTTxjmsb9bFZB9i01fAtI7 - Rust For Desktop App: https://youtube.com/playlist?list=PL7r-PXl6ZPcAQAi1lfVrtHCSbaJbwZ4O8 - Rust Programming for Web Development: https://youtube.com/playlist?list=PL7r-PXl6ZPcCLvwpdD2Vj1O4CyoFTiHKd - Rust for Java Developers: https://youtube.com/playlist?list=PL7r-PXl6ZPcD63DS2djSiz4SlXkaTfobc Rust10x - Coding Resources for Production Coding in Rust. ➜ https://rust10x.com Other notes: - Davinci Resolve and Fusion video editing. - ScreenBrush for the green lines. (Gromit seems to be the equivalent on Linux) - Sketchapp for some graphics. - Zed and Alacritty/TMUX - https://github.com/jeremychone/jc-zed-config
  • title: How I Use AI for 90% of My Rust Code — My Workflow
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