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Table","\u002Fblog\u002Fclaude-code-hooks-capability-left-on-the-table","2.blog\u002F20260401.claude-code-hooks-capability-left-on-the-table",{"id":205,"title":57,"authors":206,"badge":212,"body":214,"date":370,"description":371,"extension":372,"image":373,"meta":376,"navigation":377,"path":58,"seo":378,"status":379,"stem":59,"__hash__":380},"posts\u002F2.blog\u002F20250607.towles-tool.md",[207],{"name":208,"to":209,"avatar":210},"Chris Towles","https:\u002F\u002Ftwitter.com\u002FChris_Towles",{"src":211},"\u002Fimages\u002Fctowles-profile-512x512.png",{"label":213},"AI Tools",{"type":215,"value":216,"toc":362},"minimark",[217,226,231,234,296,300,303,317,321,324,346,350,353,359],[218,219,220,221,225],"p",{},"Starting this post as the kick off of again re-creating ",[222,223,224],"code",{},"towles-tool",", my public best practices or DIY repo. I've had private repos for years with my alias or helper scripts and notes but never made them public. After a few conversations with my brother Patrick and my wife, I decided to make this one public.",[227,228,230],"h2",{"id":229},"why-python","Why Python?",[218,232,233],{},"I wanted to use Python instead of Typescript for this project for a few reasons:",[235,236,237,274,290,293],"ul",{},[238,239,240,241,248,249,248,254,259,260,265,266],"li",{},"At work, I am the Principal Architect on the Cloud AI services team at GE Aerospace and we use Python for most of our AI\u002FML work. And while I'm a super fan of TypeScript and ",[242,243,247],"a",{"href":244,"rel":245},"https:\u002F\u002Fantfu.me\u002F",[246],"nofollow","Anthony Fu",", ",[242,250,253],{"href":251,"rel":252},"https:\u002F\u002Froe.dev\u002F",[246],"Daniel Roe",[242,255,258],{"href":256,"rel":257},"https:\u002F\u002Fevanyou.me\u002F",[246],"Evan You",", and ",[242,261,264],{"href":262,"rel":263},"https:\u002F\u002Fboshen.dev\u002F",[246],"Boshen"," have done an amazing job with the ecosystem, Python has a few advantages for AI\u002FML work:\n",[235,267,268,271],{},[238,269,270],{},"More popular in the AI\u002FML community - Python is the most popular language for AI\u002FML and has a large community of developers and researchers.",[238,272,273],{},"Better support for scientific computing - Python has a number of libraries for scientific computing that are not available in other languages.",[238,275,276,281,282],{},[242,277,280],{"href":278,"rel":279},"https:\u002F\u002Fdocs.astral.sh\u002Fuv\u002F",[246],"uv"," An extremely fast Python package and project manager, written in Rust.\n",[235,283,284,287],{},[238,285,286],{},"It's like Poetry but faster. It has a number of features that make it a great choice for managing Python projects.",[238,288,289],{},"Previously, I tried Poetry and pyenv virtualenv, but uv is way easier to use and faster.",[238,291,292],{},"The number of peers that have Python as their primary language means getting them to install Node and npm is a barrier to entry.",[238,294,295],{},"While I should likely use Rust like my brother Patrick would prefer, Python still has the edge when it comes to AI\u002FML work.",[227,297,299],{"id":298},"why-a-cli-tool","Why a CLI tool?",[218,301,302],{},"I wanted to create a CLI tool for a few reasons:",[235,304,305,308,311,314],{},[238,306,307],{},"I use the command line a lot and wanted to create a tool that would make my life easier.",[238,309,310],{},"I already have a number of alias and helper scripts that I use on a regular basis, but in TypeScript or Bash.",[238,312,313],{},"I already use Python for a number of tasks.",[238,315,316],{},"I'll find an fzf or fzf equivalent for Python CLI lists like I'm used to in my TypeScript CLI tools.",[227,318,320],{"id":319},"first-steps","First Steps",[218,322,323],{},"After pushing this repo the first steps are the following:",[235,325,326,329,332,335,338,341,344],{},[238,327,328],{},"create github issues",[238,330,331],{},"create pypi project",[238,333,334],{},"publish first version",[238,336,337],{},"setup github actions for ci\u002Fcd",[238,339,340],{},"test and document usage",[238,342,343],{},"create version cli commands",[238,345,334],{},[227,347,349],{"id":348},"release","Release",[218,351,352],{},"The repo is now public:",[218,354,355],{},[242,356,357],{"href":357,"rel":358},"https:\u002F\u002Fgithub.com\u002FChrisTowles\u002Ftowles-tool",[246],[218,360,361],{},"Excited to get started on this journey and share my best practices with the world. Stay tuned for more updates!",{"title":363,"searchDepth":364,"depth":364,"links":365},"",2,[366,367,368,369],{"id":229,"depth":364,"text":230},{"id":298,"depth":364,"text":299},{"id":319,"depth":364,"text":320},{"id":348,"depth":364,"text":349},"2025-06-07","Info about creating my own CLI tool and best practices","md",{"src":374,"alt":375},"\u002Fimages\u002Fblog\u002Fdesk-with-tool-of-universe-open-at-desk.png","Screenshot of VS Code configured for prompt engineering at a desk",{},true,{"title":57,"description":371},"published","Rv8JLryg4MFq5GITHOw7ggZWp5cA_cZIHA94cCUZrBM",[382,384],{"title":53,"path":54,"stem":55,"description":383,"status":379,"children":-1},"Writing down where I'm at with my best practices in software development and AI development",{"title":61,"path":62,"stem":63,"description":385,"status":379,"children":-1},"Your Path to Better Work-Life Balance",1776221196452]