Learn and Build with AI: An Enabler, Not a Replacement · Edorax
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Learn and Build with AI: An Enabler, Not a Replacement AI will not do your career for you, and it will not take it away. Replace fear with what the evidence really shows, then learn to use AI tools as an enabler: see what AI does not know and which calls stay yours, learn deeply with AI, run small daily labs, slow down to research a decision with two assistants and primary sources, see why AI gives the common answer and how your context changes the right one, plan a strong project over six months, grow fast with a team, use an AI toolbelt to show and ship your work, share it in your own voice, and decide where a person must lead.
Difficulty Beginner
Duration ~44 hours
Price Free
Explore the syllabus
Course curriculum 11 modules · 147 lessons. Open a module to see its lesson list.
01 AI as an enabler, not a replacement 19 lessons View lessons Hide lessons 01.01 Set the scene20 min 01.01 Set the scene20 min 01.02 Why AI looks bigger than it is25 min 01.02 Why AI looks bigger than it is25 min 01.03 What the data shows25 min 01.03 What the data shows25 min What you'll build
Build the start of a strong project you understand: a six-month plan with a weekly learning plan, a GitHub lab log, structured notes in your own words and one honest public write-up, then carry out the first 30 days as an AI advantage plan with one decision researched with two assistants and primary sources, a shipped demo and one published piece of content. Or work from a provided case. Then defend it with the AI interviewer or in writing, and walk a mentor through it in five minutes.
01.04 What AI does not know
25 min
01.04 What AI does not know25 min
01.05 You make the call25 min
01.05 You make the call25 min
01.06 AI can help or harm your learning25 min
01.06 AI can help or harm your learning25 min
01.07 Fewer people, more work25 min
01.07 Fewer people, more work25 min
01.08 Plenty of AI, few strong projects25 min
01.08 Plenty of AI, few strong projects25 min
01.09 Fear and the evidence15 min
01.10 Checklist and learning log50 min
01.10 Checklist and learning log50 min 02 Your AI toolkit and its rules 11 lessons View lessons Hide lessons 02.01 Set the scene20 min 02.01 Set the scene20 min 02.02 Before you paste: privacy and checking25 min 02.02 Before you paste: privacy and checking25 min 02.03 Jobs, not tools25 min 02.03 Jobs, not tools25 min 02.04 Habits that outlast any tool25 min 02.04 Habits that outlast any tool25 min 02.05 Your AI toolkit10 min 02.06 Checklist and learning log40 min 02.06 Checklist and learning log40 min 03 Learn deeply with AI 15 lessons View lessons Hide lessons 03.01 Set the scene20 min 03.01 Set the scene20 min 03.02 The fluency trap25 min 03.02 The fluency trap25 min 03.03 One topic, five angles25 min 03.03 One topic, five angles25 min 03.04 Make the AI quiz you25 min 03.04 Make the AI quiz you25 min 03.05 Listen to meet it, read to learn it25 min 03.05 Listen to meet it, read to learn it25 min 03.06 Notes you own, in your own words25 min 03.06 Notes you own, in your own words25 min 03.07 Learning with AI10 min 03.08 Checklist and learning log45 min 03.08 Checklist and learning log45 min 04 Daily labs 13 lessons View lessons Hide lessons 04.01 Set the scene20 min 04.01 Set the scene20 min 04.02 The shape of a daily lab25 min 04.02 The shape of a daily lab25 min 04.03 Plan a lab with an AI chat25 min 04.03 Plan a lab with an AI chat25 min 04.04 Watch it run, then break it25 min 04.04 Watch it run, then break it25 min 04.05 The lab log on GitHub25 min 04.05 The lab log on GitHub25 min 04.06 Daily labs10 min 04.07 Checklist and learning log50 min 04.07 Checklist and learning log50 min 05 Slow down to understand 8 lessons View lessons Hide lessons 05.01 Set the scene15 min 05.02 Research before you ask25 min 05.02 Research before you ask25 min 05.03 Two assistants, then the whole picture25 min 05.03 Two assistants, then the whole picture25 min 05.04 Practice: research one decision60 min 05.05 Slowing down to understand15 min 05.06 Checklist and learning log45 min 06 Context changes the right answer 13 lessons View lessons Hide lessons 06.01 Set the scene15 min 06.02 Why you get the common answer25 min 06.02 Why you get the common answer25 min 06.03 The fastest database depends25 min 06.03 The fastest database depends25 min 06.04 Two defaults worth questioning25 min 06.04 Two defaults worth questioning25 min 06.05 The Outbox pattern: when it pays25 min 06.05 The Outbox pattern: when it pays25 min 06.06 Practice: question a default60 min 06.07 Context and defaults15 min 06.08 Checklist and learning log45 min 06.08 Checklist and learning log45 min 07 A project worth six months 12 lessons View lessons Hide lessons 07.01 Set the scene20 min 07.02 Why strong projects still take months25 min 07.02 Why strong projects still take months25 min 07.03 A weekly plan, one area at a time25 min 07.03 A weekly plan, one area at a time25 min 07.04 Slow down for trade-offs25 min 07.04 Slow down for trade-offs25 min 07.05 Learn from open source25 min 07.05 Learn from open source25 min 07.06 Planning a strong project10 min 07.07 Checklist and learning log40 min 07.07 Checklist and learning log40 min 08 Grow fast, go deep 12 lessons View lessons Hide lessons 08.01 Set the scene15 min 08.02 Learn, adopt and research fast25 min 08.02 Learn, adopt and research fast25 min 08.03 Build more to show25 min 08.03 Build more to show25 min 08.04 Go deep with a team25 min 08.04 Go deep with a team25 min 08.05 Habits that build trust in a team25 min 08.05 Habits that build trust in a team25 min 08.06 Growing fast15 min 08.07 Checklist and learning log40 min 08.07 Checklist and learning log40 min 09 The AI toolbelt for showing and shipping 15 lessons View lessons Hide lessons 09.01 Set the scene15 min 09.02 Visuals and demos with AI25 min 09.02 Visuals and demos with AI25 min 09.03 Short lessons on demand25 min 09.03 Short lessons on demand25 min 09.04 Your voice, your consent25 min 09.04 Your voice, your consent25 min 09.05 CLIs and connectors, read-only first25 min 09.05 CLIs and connectors, read-only first25 min 09.06 Let AI critique your work25 min 09.06 Let AI critique your work25 min 09.07 Practice: a demo kit60 min 09.08 The AI toolbelt15 min 09.09 Checklist and learning log45 min 09.09 Checklist and learning log45 min 10 Share the work, the human way 16 lessons View lessons Hide lessons 10.01 Set the scene20 min 10.01 Set the scene20 min 10.02 From a week of commits to an article25 min 10.02 From a week of commits to an article25 min 10.03 Say when AI helped25 min 10.03 Say when AI helped25 min 10.04 Content people find useful25 min 10.04 Content people find useful25 min 10.05 AI help without the AI look25 min 10.05 AI help without the AI look25 min 10.06 Keep it human: commits and proof25 min 10.06 Keep it human: commits and proof25 min 10.07 Practice: one post from your own commits50 min 10.08 Sharing the human way15 min 10.09 Checklist and learning log45 min 10.09 Checklist and learning log45 min 11 Where humans still win, and capstone 13 lessons View lessons Hide lessons 11.01 Set the scene15 min 11.02 Judgment, context and taste25 min 11.02 Judgment, context and taste25 min 11.03 Ownership, trust and accountability25 min 11.03 Ownership, trust and accountability25 min 11.04 When not to use AI25 min 11.04 When not to use AI25 min 11.05 Mixed review: which habit first?15 min 11.06 Capstone: the start of a strong project150 min 11.07 Defend your work40 min 11.07 Defend your work40 min 11.08 Course checklist and your AI-as-enabler toolkit30 min 11.08 Course checklist and your AI-as-enabler toolkit30 min