Software development
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𝗔𝗻𝘁𝗵𝗿𝗼𝗽𝗶𝗰 𝗘𝗰𝗼𝘀𝘆𝘀𝘁𝗲𝗺 𝗕𝗿𝗲𝗮𝗸𝗱𝗼𝘄𝗻: 𝗖𝗹𝗮𝘂𝗱𝗲 𝗔𝗜 𝘃𝘀. 𝗖𝗹𝗮𝘂𝗱𝗲 𝗖𝗼𝗱𝗲 𝘃𝘀. 𝗖𝗹𝗮𝘂𝗱𝗲 𝗖𝗼𝘄𝗼𝗿𝗸 Different tools for different jobs - one stack. The advantage isn’t “using AI”. It’s knowing which layer to use - and when. Let's break it down. Excellent overview by Rakesh Gohel: ⬇️ 𝟭 - 𝗖𝗹𝗮𝘂𝗱𝗲 𝗔𝗜 (𝗰𝗵𝗮𝘁𝗯𝗼𝘁 𝗶𝗻 𝘆𝗼𝘂𝗿 𝗯𝗿𝗼𝘄𝘀𝗲𝗿/𝗮𝗽𝗽): ➞ Use it when the work is thinking in words. It’s best at turning vague ideas into structure - drafts, summaries, plans, decisions. It gives you clarity and high-quality writing fast, but you still execute the work elsewhere. Example use cases: ✦ Turn messy notes into a 1-page brief with a recommendation ✦ Rewrite a draft in your voice and tighten it by 30% ✦ Create a decision memo: options, trade-offs, risks, next step 𝟮 - 𝗖𝗹𝗮𝘂𝗱𝗲 𝗖𝗼𝗱𝗲 (𝗮𝗴𝗲𝗻𝘁 𝗶𝗻 𝘆𝗼𝘂𝗿 𝘁𝗲𝗿𝗺𝗶𝗻𝗮𝗹): ➞ Use it when the work lives in a repo. It can navigate your codebase, edit across files, run commands, and iterate with feedback like a real pair programmer. It turns intent into working code changes you can test and review. Example use cases: ✦ Create a new application with real functionalities ✦ Debug your existing database module safely ✦ Generate a migration plan, implement it, and validate with checks 𝟯 - 𝗖𝗹𝗮𝘂𝗱𝗲 𝗖𝗼𝘄𝗼𝗿𝗸 (𝗱𝗲𝘀𝗸𝘁𝗼𝗽 𝗮𝗴𝗲𝗻𝘁 𝗮𝗰𝗿𝗼𝘀𝘀 𝗳𝗶𝗹𝗲𝘀/𝗮𝗽𝗽𝘀): ➞ Use it when the work is workflows, not thinking. It shines on repetitive operations: organizing folders, extracting data, filling templates, moving things between tools. It turns multi-step busywork into a repeatable automation so you stop doing manual glue work. Example use cases: ✦ Extract tables from PDFs into a clean spreadsheet template ✦ Rename, tag, and sort hundreds of files into a consistent taxonomy ✦ Update a report pack weekly: pull inputs, clean data, export outputs --- 𝗗𝗲𝗰𝗶𝘀𝗶𝗼𝗻 𝗿𝘂𝗹𝗲: ✦ Thinking and content - Chat ✦ Code and systems - Code ✦ File and app workflows - Cowork 𝗜 𝗽𝘂𝗯𝗹𝗶𝘀𝗵𝗲𝗱 𝗺𝘆 𝗺𝗼𝘀𝘁 𝗰𝗼𝗺𝗽𝗹𝗲𝘁𝗲 𝗴𝘂𝗶𝗱𝗲 𝗼𝗻 𝗖𝗹𝗮𝘂𝗱𝗲 𝗦𝗸𝗶𝗹𝗹𝘀 𝘆𝗲𝘀𝘁𝗲𝗿𝗱𝗮𝘆 - 𝘁𝗵𝗮𝘁’𝘀 𝘁𝗵𝗲 “𝗺𝗮𝗴𝗶𝗰 𝘀𝗮𝘂𝗰𝗲” 𝘁𝗵𝗮𝘁 𝗺𝗮𝗸𝗲𝘀 𝗮𝗹𝗹 𝘁𝗵𝗿𝗲𝗲 𝗹𝗮𝘆𝗲𝗿𝘀 𝗰𝗼𝗺𝗽𝗼𝘂𝗻𝗱. 𝗖𝗼𝗺𝗺𝗲𝗻𝘁 𝗦𝗞𝗜𝗟𝗟𝗦 𝗮𝗻𝗱 𝗜’𝗹𝗹 𝘀𝗲𝗻𝗱 𝗶𝘁 𝗼𝘃𝗲𝗿.
Mécanisme lead magnet
𝗖𝗼𝗺𝗺𝗲𝗻𝘁 𝗦𝗞𝗜𝗟𝗟𝗦 𝗮𝗻𝗱 𝗜’𝗹𝗹 𝘀𝗲𝗻𝗱 𝗶𝘁 𝗼𝘃𝗲𝗿.
