[
  {
    "start": 0.08,
    "end": 3.12,
    "text": "What and how should you learn in"
  },
  {
    "start": 3.44,
    "end": 6.92,
    "text": "2026? And I think there are two"
  },
  {
    "start": 6.98,
    "end": 10.7,
    "text": "main trends or two main things you should"
  },
  {
    "start": 10.86,
    "end": 14.71,
    "text": "focus on. The first one is working with"
  },
  {
    "start": 15.04,
    "end": 18.32,
    "text": "AI,\nso taking advantage of these AI"
  },
  {
    "start": 18.36,
    "end": 22.34,
    "text": "And I know there are developers\nthat just don't"
  },
  {
    "start": 22.4,
    "end": 26.16,
    "text": "want to because you feel like the results\nyou get out of"
  },
  {
    "start": 26.24,
    "end": 30.2,
    "text": "using AI are bad code,\nyou spend more time fixing"
  },
  {
    "start": 30.24,
    "end": 34.06,
    "text": "that code than, well,\nthan you save by using AI,"
  },
  {
    "start": 34.08,
    "end": 37.51,
    "text": "and that is absolutely fine.\nAnd just to be very"
  },
  {
    "start": 37.66,
    "end": 41.38,
    "text": "clear, if you rely on AI too much, you"
  },
  {
    "start": 41.82,
    "end": 45.39,
    "text": "will very likely get bad results. Your"
  },
  {
    "start": 45.46,
    "end": 49.4,
    "text": "skills will disappear over time or"
  },
  {
    "start": 49.44,
    "end": 53.34,
    "text": "will definitely not improve\nand the code you get will maybe"
  },
  {
    "start": 53.4,
    "end": 57.14,
    "text": "require a lot of fixing. It's easy"
  },
  {
    "start": 57.16,
    "end": 60.82,
    "text": "to end up in a cycle where you keep on\nprompting and prompting and you feel"
  },
  {
    "start": 60.9,
    "end": 64.819,
    "text": "productive and then you end up in a code\nbase that's full of spaghetti code that's"
  },
  {
    "start": 64.9,
    "end": 68.62,
    "text": "hard to manage, hard to reason,\nwhere you need to take a lot of time to"
  },
  {
    "start": 68.66,
    "end": 71.61,
    "text": "understand it and then even more time to\nfix it."
  },
  {
    "start": 71.68,
    "end": 74.9,
    "text": "That is a real danger.\nI've talked about that before and"
  },
  {
    "start": 74.96,
    "end": 78.26,
    "text": "exists. But I'm not saying that you"
  },
  {
    "start": 78.32,
    "end": 82.04,
    "text": "should become a developer\nthat does not write any"
  },
  {
    "start": 82.1,
    "end": 85.02,
    "text": "code anymore and that just uses AI."
  },
  {
    "start": 85.16,
    "end": 88.88,
    "text": "I'm saying that you should become\ncomfortable working"
  },
  {
    "start": 88.92,
    "end": 92.04,
    "text": "with AI, leveraging AI assistants."
  },
  {
    "start": 92.05,
    "end": 95.76,
    "text": "So you should try to learn to effectively\nwork with"
  },
  {
    "start": 95.82,
    "end": 99.26,
    "text": "Cursor, Claude Code,\nor whatever your favorite AI"
  },
  {
    "start": 99.3,
    "end": 101.5,
    "text": "assistant is. Now, what do I mean by that?"
  },
  {
    "start": 101.51,
    "end": 105.28,
    "text": "I mean that you should learn how to size\nyour prompts"
  },
  {
    "start": 105.9,
    "end": 109.86,
    "text": "right, so how to not ask for too much,\nhow to provide the right"
  },
  {
    "start": 109.94,
    "end": 113.54,
    "text": "context,\nto make a plan first before you even start"
  },
  {
    "start": 113.55,
    "end": 116.56,
    "text": "prompting.\nYou should learn what not to prompt for."
  },
  {
    "start": 116.6,
    "end": 120.5,
    "text": "You should learn\nwhich parts of the code you need to write"
  },
  {
    "start": 120.59,
    "end": 124.46,
    "text": "or at least where you need to start write\nthe code yourself before you"
  },
  {
    "start": 124.5,
    "end": 127.48,
    "text": "then maybe hand it off to a large language\nmodel and AI"
  },
  {
    "start": 127.54,
    "end": 131.34,
    "text": "assistant.\nThese are the skills you should develop"
  },
  {
    "start": 131.44,
    "end": 133.64,
    "text": "can be harder than it maybe sounds."
  },
  {
    "start": 133.66,
    "end": 137.56,
    "text": "But the thing is,\nif you're not working on your own, in"
  },
  {
    "start": 137.58,
    "end": 140.94,
    "text": "can, of course, ignore it, but\nif you're not doing that,"
  },
  {
    "start": 140.98,
    "end": 144.609,
    "text": "if you wanna keep the job, chances\nare that"
  },
  {
    "start": 144.7,
    "end": 148.269,
    "text": "your employer will want a workforce\nthat feels"
  },
  {
    "start": 148.32,
    "end": 151.63,
    "text": "confident working with AI. You will"
  },
  {
    "start": 151.88,
    "end": 155.78,
    "text": "need this skill here if you wanna be"
  },
  {
    "start": 155.8,
    "end": 159.4,
    "text": "employable. Most companies will demand"
  },
  {
    "start": 159.56,
    "end": 163.44,
    "text": "that.\nSo that is something you should practice"
  },
  {
    "start": 163.48,
    "end": 166.93,
    "text": "to be open-minded about\nthat because it's simply more"
  },
  {
    "start": 166.98,
    "end": 170.88,
    "text": "fun and you will likely get better results\nif"
  },
  {
    "start": 170.92,
    "end": 174.84,
    "text": "you approach this open-minded. And again,\nit's not about"
  },
  {
    "start": 174.94,
    "end": 178.5,
    "text": "handing off all the work to AI,\nit's just using it"
  },
  {
    "start": 178.56,
    "end": 182.4,
    "text": "for some of the work, at least,\nand of getting a feeling for what"
  },
  {
    "start": 182.72,
    "end": 185.94,
    "text": "you can use AI assistants for where you"
  },
  {
    "start": 186.08,
    "end": 189.7,
    "text": "maybe see, uh,\nsome value you can get out of that."
  },
  {
    "start": 190.17,
    "end": 194.14,
    "text": "That, by the way, also kind of implies,\nI get, that you"
  },
  {
    "start": 194.2,
    "end": 198.16,
    "text": "will do more code reviews. So that\nis kind of an"
  },
  {
    "start": 198.2,
    "end": 201.96,
    "text": "implication here\nthat you will need to get better at"
  },
  {
    "start": 201.98,
    "end": 205.81,
    "text": "doing code reviews.\nYou need to get better,"
  },
  {
    "start": 205.82,
    "end": 209.62,
    "text": "decent, at analyzing the code\nthat may have been generated"
  },
  {
    "start": 209.74,
    "end": 213.42,
    "text": "by AI and about judging that code.\nAnd that is a"
  },
  {
    "start": 213.48,
    "end": 216.7,
    "text": "skill. And I know writing code\nis more fun."
  },
  {
    "start": 216.72,
    "end": 220.48,
    "text": "It's the same for me, but the role you"
  },
  {
    "start": 220.49,
    "end": 224.41,
    "text": "have as a software developer\nis simply changing"
  },
  {
    "start": 224.42,
    "end": 228.329,
    "text": "and I don't think it will go away.\nIt won't change to just"
  },
  {
    "start": 228.34,
    "end": 232.18,
    "text": "doing code reviews\nbut doing some amount of code reviews"
  },
  {
    "start": 232.28,
    "end": 236.109,
    "text": "analyzing the code\nthat has been generated by AI, that will"
  },
  {
    "start": 236.16,
    "end": 239.79,
    "text": "simply be important\nif you wanna be employable."
  },
  {
    "start": 239.9,
    "end": 243.48,
    "text": "That is my strong belief there. Now,\nof course, as I mentioned, if that's not a"
  },
  {
    "start": 243.54,
    "end": 247.23,
    "text": "focus for you, you can totally ignore\nthat or not, depending on what"
  },
  {
    "start": 247.64,
    "end": 251.26,
    "text": "you want to do. Now for the second point"
  },
  {
    "start": 251.32,
    "end": 255.24,
    "text": "here. You need to become an"
  },
  {
    "start": 255.28,
    "end": 259.14,
    "text": "expert generalist\nand of course I know that these terms"
  },
  {
    "start": 259.18,
    "end": 262.74,
    "text": "kind of go against each other so let me\nexplain."
  },
  {
    "start": 262.82,
    "end": 266.64,
    "text": "In a world where we have AI models\nthat know a"
  },
  {
    "start": 266.7,
    "end": 270.62,
    "text": "lot of things or that\nare able to produce a lot of code,"
  },
  {
    "start": 270.68,
    "end": 274.48,
    "text": "where much of that code is only average,"
  },
  {
    "start": 274.52,
    "end": 278.24,
    "text": "where they make mistakes,\nwhere they introduce"
  },
  {
    "start": 278.26,
    "end": 282.12,
    "text": "bugs or security issues in your code,\nin that"
  },
  {
    "start": 282.28,
    "end": 286.02,
    "text": "world you wanna be an expert. You wanna be"
  },
  {
    "start": 286.06,
    "end": 289.18,
    "text": "better than those models. You could say"
  },
  {
    "start": 290.12,
    "end": 293.76,
    "text": "AI is here, I will just use AI for"
  },
  {
    "start": 293.82,
    "end": 297.74,
    "text": "everything, but in\nthat case you will lose your job because"
  },
  {
    "start": 297.82,
    "end": 301.74,
    "text": "AI. If your skill level\nis the skill level of AI"
  },
  {
    "start": 301.84,
    "end": 305.54,
    "text": "models, nobody needs you.\nLet me be very honest here"
  },
  {
    "start": 305.6,
    "end": 309.0,
    "text": "clear. So you wanna be better than AI."
  },
  {
    "start": 309.02,
    "end": 311.33,
    "text": "Now you can't be better than AI in\neverything."
  },
  {
    "start": 311.38,
    "end": 315.32,
    "text": "You can't be a SQL expert,\na JavaScript expert, frontend and"
  },
  {
    "start": 315.44,
    "end": 319.29,
    "text": "backend, a CSS expert, PHP.\nYou can't be an expert in all these"
  },
  {
    "start": 319.36,
    "end": 322.969,
    "text": "things so pick your areas\nand let's be honest."
  },
  {
    "start": 323.0,
    "end": 326.75,
    "text": "We did that before AI too.\nWe became frontend"
  },
  {
    "start": 326.76,
    "end": 330.32,
    "text": "developers, backend developers, uh,\nDevOps people."
  },
  {
    "start": 330.49,
    "end": 334.26,
    "text": "We had our focus areas before that too\nand that"
  },
  {
    "start": 334.27,
    "end": 336.87,
    "text": "doesn't change and that's also not fixed\nby the way."
  },
  {
    "start": 336.92,
    "end": 339.08,
    "text": "It can evolve and change over time."
  },
  {
    "start": 339.12,
    "end": 342.86,
    "text": "You're not locked in to never change your\nrole but you"
  },
  {
    "start": 342.9,
    "end": 346.54,
    "text": "should pick a certain area you find\ninteresting and that can be"
  },
  {
    "start": 346.58,
    "end": 350.4,
    "text": "whatever you want\nand then you should become an expert"
  },
  {
    "start": 350.46,
    "end": 354.26,
    "text": "That is a strong recommendation.\nThe good thing is"
  },
  {
    "start": 354.32,
    "end": 358.01,
    "text": "you can learn with AI. Now I'll get"
  },
  {
    "start": 358.1,
    "end": 361.76,
    "text": "back to how to learn a little bit later\nbut AI can"
  },
  {
    "start": 361.8,
    "end": 365.75,
    "text": "definitely be an accelerator including\nwhen it comes to becoming"
  },
  {
    "start": 365.78,
    "end": 369.48,
    "text": "an expert because of course you can use it\nalong the way to ask"
  },
  {
    "start": 369.6,
    "end": 373.36,
    "text": "follow-up questions\nand so on because AI has all"
  },
  {
    "start": 373.42,
    "end": 377.11,
    "text": "that knowledge from all the training data,\nit has all that"
  },
  {
    "start": 377.16,
    "end": 380.95,
    "text": "information from all those blog\narticles.It's just not always"
  },
  {
    "start": 381.03,
    "end": 384.49,
    "text": "good at bringing that to the table\nwhen Vibe Coding, for"
  },
  {
    "start": 384.57,
    "end": 388.5,
    "text": "example. But it can be a good assistant,\nbut not the only"
  },
  {
    "start": 388.63,
    "end": 392.25,
    "text": "source, and again, I'll get back to\nthat when learning"
  },
  {
    "start": 392.27,
    "end": 394.05,
    "text": "something. So you can leverage that."
  },
  {
    "start": 394.85,
    "end": 397.55,
    "text": "But what do I mean with the generalist\npart now?"
  },
  {
    "start": 397.59,
    "end": 401.51,
    "text": "Well, because AI has\nthat very broad knowledge, it's"
  },
  {
    "start": 401.53,
    "end": 404.81,
    "text": "easier as a developer now than it has been\na couple of years ago"
  },
  {
    "start": 405.53,
    "end": 409.21,
    "text": "to work on features\nor work with technologies you"
  },
  {
    "start": 409.25,
    "end": 412.59,
    "text": "don't have a lot of experience with\nand I'll give you an example."
  },
  {
    "start": 412.75,
    "end": 416.69,
    "text": "I, for example,\nrecently got more into doing"
  },
  {
    "start": 416.81,
    "end": 420.51,
    "text": "Canvas stuff, web GPU stuff, animation"
  },
  {
    "start": 420.59,
    "end": 423.93,
    "text": "stuff,\nand these have all been areas where I"
  },
  {
    "start": 423.97,
    "end": 426.36,
    "text": "expertise or where I didn't have it."
  },
  {
    "start": 426.37,
    "end": 430.33,
    "text": "But I used AI to help me there. Now,\nI'm fully"
  },
  {
    "start": 430.41,
    "end": 433.99,
    "text": "aware that the code I get from AI will not\nbe awesome in all"
  },
  {
    "start": 434.15,
    "end": 436.99,
    "text": "cases,\nbut it will be better than what I can"
  },
  {
    "start": 437.05,
    "end": 440.49,
    "text": "So I can then use AI to get some"
  },
  {
    "start": 440.63,
    "end": 444.589,
    "text": "code or to help me work on certain\nfeatures and then I"
  },
  {
    "start": 444.67,
    "end": 447.79,
    "text": "can dive in, do some extra research,\nread some"
  },
  {
    "start": 447.87,
    "end": 451.77,
    "text": "documentation,\nand build up knowledge with help"
  },
  {
    "start": 451.85,
    "end": 455.7,
    "text": "of AI and work on that code that\nwas maybe generated by"
  },
  {
    "start": 455.73,
    "end": 459.69,
    "text": "AI and improve it. So what I'm saying is I"
  },
  {
    "start": 459.73,
    "end": 463.57,
    "text": "think it's a good strategy to be open to\nuse"
  },
  {
    "start": 463.63,
    "end": 467.15,
    "text": "AI to dive into technologies\nor features you"
  },
  {
    "start": 467.19,
    "end": 471.17,
    "text": "historically maybe wouldn't have touched\nbecause learning them"
  },
  {
    "start": 471.18,
    "end": 474.63,
    "text": "would've taken too much time. Now with AI,\nthat gets a bit"
  },
  {
    "start": 474.73,
    "end": 478.01,
    "text": "easier and you can get a first draft,\na first code"
  },
  {
    "start": 478.05,
    "end": 481.25,
    "text": "draft from AI and then build up on that."
  },
  {
    "start": 481.26,
    "end": 483.33,
    "text": "And that's what I mean with generalist."
  },
  {
    "start": 483.35,
    "end": 487.01,
    "text": "It's easier to become somewhat capable"
  },
  {
    "start": 487.09,
    "end": 490.79,
    "text": "at many things wi- because of AI."
  },
  {
    "start": 490.83,
    "end": 494.73,
    "text": "But again,\nyou wanna use AI as a draft machine or as"
  },
  {
    "start": 494.77,
    "end": 498.7,
    "text": "an initiator and then do your homework,\ndive a bit deeper,"
  },
  {
    "start": 498.71,
    "end": 502.55,
    "text": "and combine your expertise\nand your capabilities"
  },
  {
    "start": 502.57,
    "end": 506.19,
    "text": "as a human to learn stuff with what the AI\ngave"
  },
  {
    "start": 506.27,
    "end": 509.97,
    "text": "you.\nAnd that is how you can go really deep on"
  },
  {
    "start": 510.13,
    "end": 514.07,
    "text": "core skills, a few core technologies,\nand become"
  },
  {
    "start": 514.19,
    "end": 517.99,
    "text": "somewhat good at many more.\nAnd I think that will be a pretty"
  },
  {
    "start": 518.03,
    "end": 521.59,
    "text": "good strategy also\nwhen we talk about employability, but not"
  },
  {
    "start": 521.65,
    "end": 525.23,
    "text": "just when we talk about that.\nBut instead also when we talk"
  },
  {
    "start": 525.31,
    "end": 529.05,
    "text": "about opportunities that\nare here because of AI and I talked"
  },
  {
    "start": 529.11,
    "end": 532.91,
    "text": "about that in my other video. You,\nas a developer, can"
  },
  {
    "start": 532.95,
    "end": 536.39,
    "text": "use your skills to build amazing stuff on\ntop of"
  },
  {
    "start": 536.45,
    "end": 540.24,
    "text": "AI.\nApplications like my Build My Graphic"
  },
  {
    "start": 540.25,
    "end": 543.87,
    "text": "built to help me with generating graphics,\ninfographics, other"
  },
  {
    "start": 543.95,
    "end": 547.32,
    "text": "graphics,\nwhich I then also opened up to the public."
  },
  {
    "start": 547.39,
    "end": 551.29,
    "text": "Here,\nI combined my skills as a developer with"
  },
  {
    "start": 551.37,
    "end": 554.899,
    "text": "to build something\nthat really helps me"
  },
  {
    "start": 554.91,
    "end": 558.87,
    "text": "know.\nAnd that is something you can do as an"
  },
  {
    "start": 558.95,
    "end": 562.79,
    "text": "generalist, for example, even\nif we leave employability aside where this"
  },
  {
    "start": 562.85,
    "end": 566.37,
    "text": "also help. Now,\nwhat about learning with AI though?"
  },
  {
    "start": 566.43,
    "end": 569.67,
    "text": "How will that look like in 2026?"
  },
  {
    "start": 569.73,
    "end": 573.29,
    "text": "Well, you can use AI for everything."
  },
  {
    "start": 573.35,
    "end": 576.98,
    "text": "You can use just ChatGPT to learn,\nbut that is"
  },
  {
    "start": 577.13,
    "end": 580.959,
    "text": "not a good strategy.\nI would advise against that."
  },
  {
    "start": 581.01,
    "end": 584.99,
    "text": "Instead, just as with coding, use AI as"
  },
  {
    "start": 585.15,
    "end": 589.05,
    "text": "an assistant for learning. Use it to dive"
  },
  {
    "start": 589.09,
    "end": 592.43,
    "text": "deeper, to ask follow-up questions,\nbut use it in"
  },
  {
    "start": 592.55,
    "end": 596.11,
    "text": "conjunction with a course, with"
  },
  {
    "start": 596.21,
    "end": 599.81,
    "text": "documentation, with articles, or with"
  },
  {
    "start": 600.09,
    "end": 602.65,
    "text": "books or whatever floats your boat."
  },
  {
    "start": 602.67,
    "end": 606.38,
    "text": "And I know I'm selling courses,\nso I have a strong interest here, but it"
  },
  {
    "start": 606.51,
    "end": 608.91,
    "text": "is that combination of"
  },
  {
    "start": 609.03,
    "end": 612.679,
    "text": "human-curated knowledge bases and"
  },
  {
    "start": 613.23,
    "end": 617.15,
    "text": "learning resources where you get a clear\nguidance, where you"
  },
  {
    "start": 617.21,
    "end": 621.2,
    "text": "get expert insights. It is\nthat combination of"
  },
  {
    "start": 621.47,
    "end": 625.35,
    "text": "that with the personalized"
  },
  {
    "start": 625.63,
    "end": 629.51,
    "text": "touch AI can give you.\nYou can go through a"
  },
  {
    "start": 629.55,
    "end": 633.54,
    "text": "course, for example, like my courses,\nand there will be parts where you"
  },
  {
    "start": 633.59,
    "end": 637.01,
    "text": "maybe struggle.\nOther students struggle with other"
  },
  {
    "start": 637.07,
    "end": 641.04,
    "text": "parts,\nso there will always be parts in a course"
  },
  {
    "start": 641.05,
    "end": 643.64,
    "text": "harder to grasp for you. Guess what?"
  },
  {
    "start": 643.67,
    "end": 647.33,
    "text": "You can go to AI, ChatGPT or whatever,\nand ask for"
  },
  {
    "start": 647.49,
    "end": 651.45,
    "text": "further explanations or for examples\nor for maybe"
  },
  {
    "start": 651.49,
    "end": 655.23,
    "text": "a coding exercise you can do.\nAnd by the way, I'm working on"
  },
  {
    "start": 655.27,
    "end": 658.97,
    "text": "some pretty interesting stuff here to kind\nof"
  },
  {
    "start": 659.01,
    "end": 661.69,
    "text": "bring that together so\nthat you don't have to switch platforms."
  },
  {
    "start": 661.71,
    "end": 664.03,
    "text": "But I'll share more once I have more to\nshare."
  },
  {
    "start": 664.38,
    "end": 667.65,
    "text": "Uh, you can, of course,\nsign up to my newsletters below to be the"
  },
  {
    "start": 667.71,
    "end": 671.49,
    "text": "but that is something where you can get\nthe"
  },
  {
    "start": 671.63,
    "end": 675.29,
    "text": "best of both worlds. And that\nis how I would learn and how I do"
  },
  {
    "start": 675.39,
    "end": 679.29,
    "text": "learn. If I'm learning TanStack Start,\nfor example, which I learned"
  },
  {
    "start": 679.33,
    "end": 683.29,
    "text": "last year, I did\nthat with their official docs,"
  },
  {
    "start": 683.33,
    "end": 687.09,
    "text": "by reading some articles,\nby watching some YouTube videos, and"
  },
  {
    "start": 687.19,
    "end": 690.69,
    "text": "then I used AI to ask follow-up"
  },
  {
    "start": 690.75,
    "end": 694.65,
    "text": "questions.\nEspecially also AI where I provided the"
  },
  {
    "start": 694.77,
    "end": 698.51,
    "text": "docs as extra sources, I just put that"
  },
  {
    "start": 698.61,
    "end": 702.39,
    "text": "into the AI chat, to then chat about\nthat and"
  },
  {
    "start": 702.43,
    "end": 705.09,
    "text": "then get the best out of both worlds."
  },
  {
    "start": 705.1,
    "end": 708.37,
    "text": "And that is how I would learn w-\nand how I will learn in"
  },
  {
    "start": 708.51,
    "end": 712.14,
    "text": "2026,\nand how I would recommend to learn in"
  },
  {
    "start": 712.15,
    "end": 715.93,
    "text": "And again,\nI'm working on more stuff here to make"
  },
  {
    "start": 716.01,
    "end": 719.4,
    "text": "easier and I'm super excited to share more\nonce I have more."
  },
  {
    "start": 719.41,
    "end": 722.66,
    "text": "But yeah, that is therefore, uh, what"
  },
  {
    "start": 723.29,
    "end": 726.87,
    "text": "and how to learn in 2026."
  },
  {
    "start": 726.95,
    "end": 729.81,
    "text": "And as always,\nlet me know what you think of that."
  },
  {
    "start": 729.85,
    "end": 733.76,
    "text": "And again,\nI got more exciting stuff to share,"
  },
  {
    "start": 733.87,
    "end": 734.61,
    "text": "forward to."
  }
]