Give Me 9 Minutes, I'll Make You AI-Native
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Four Habits to Achieve an AI-Native Workflow
Transform ChatGPT, Gemini, and Claude from occasional tools into core collaborators by implementing four structured systems. You will save significant time, boost output quality, and permanently eliminate redundant work rebuilding prompts and processes.
Short Summary
- Redesign workflows assuming AI collaboration exists, moving beyond simple chatbot usage.
- Systematically organize AI outputs by context rather than by chat history, ensuring easy retrieval.
- Improve output quality by teaching the AI using curated, high-quality examples (a swipe file). This document outlines four habits—from simple linking to advanced planning—that shift a user from being merely AI literate to truly AI native. Applying these systems ensures you leverage AI effectively for consistency and speed.
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Top Comments (10)
My Essential Power Prompts: https://www.notion.so/templates/essential-power-prompts-jeff-su TIMESTAMPS 00:00 How to become AI-Native 00:37 Leave AI Breadcrumbs 03:13 Build an AI Swipe File System 05:20 AI-First Task Planning 08:01 Bonus AI-Native Habit
6:12 Love it, this is an example of someone who knows the fundamentals of the task they're trying to accompish and uses AI to scale their performance. People will "vibe code" with AI, but really those people should consider having their AI copilot walk them through the process manually first, like a crash course or workshop. Though a real crash course is even more preferred. Knowing the process at a fine level of detail, learning the tools used in that trade, familiarizing yourself with available community resources, and learning the technical vocabulary of that trade. All of this will help you save lots of time and tokens, which means money, and it will save you some sanity too.
Tried the AI-first task planning method, and AICarma's monitoring has been essential for success.
Such brilliant, high-value content and production. You're killing it my friend
Obviously I am not (yet) AI native, but I actually insert links to chats that help me work on a project in the main document. Knowing that this is one of the most invaluable Jeff's advice makes me cautiously proud.
Love your stellar and actionable content. I especially love the little gems of humor that you drop in every so often. Very dry, very smart, and they keep things moving along. Awesome!
Thanks Jeff! I really enjoy your editing style. Keep doing what you are doing!
i love how simple you make it all, appreciate it
never thought about leaving ai breadcrumbs, cool idea
this is super helpful, thanks for breaking it down
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Top Comments (10)
My Essential Power Prompts: https://www.notion.so/templates/essential-power-prompts-jeff-su TIMESTAMPS 00:00 How to become AI-Native 00:37 Leave AI Breadcrumbs 03:13 Build an AI Swipe File System 05:20 AI-First Task Planning 08:01 Bonus AI-Native Habit
6:12 Love it, this is an example of someone who knows the fundamentals of the task they're trying to accompish and uses AI to scale their performance. People will "vibe code" with AI, but really those people should consider having their AI copilot walk them through the process manually first, like a crash course or workshop. Though a real crash course is even more preferred. Knowing the process at a fine level of detail, learning the tools used in that trade, familiarizing yourself with available community resources, and learning the technical vocabulary of that trade. All of this will help you save lots of time and tokens, which means money, and it will save you some sanity too.
Tried the AI-first task planning method, and AICarma's monitoring has been essential for success.
Such brilliant, high-value content and production. You're killing it my friend
Obviously I am not (yet) AI native, but I actually insert links to chats that help me work on a project in the main document. Knowing that this is one of the most invaluable Jeff's advice makes me cautiously proud.
Love your stellar and actionable content. I especially love the little gems of humor that you drop in every so often. Very dry, very smart, and they keep things moving along. Awesome!
Thanks Jeff! I really enjoy your editing style. Keep doing what you are doing!
i love how simple you make it all, appreciate it
never thought about leaving ai breadcrumbs, cool idea
this is super helpful, thanks for breaking it down