[
  {
    "start": 0.1,
    "end": 3.54,
    "text": "When talking about AI from a developer's"
  },
  {
    "start": 3.6,
    "end": 7.54,
    "text": "perspective,\nI think there's one aspect that's a bit"
  },
  {
    "start": 7.58,
    "end": 11.1,
    "text": "Because of course, AI has a big impact\nand of"
  },
  {
    "start": 11.24,
    "end": 15.22,
    "text": "course, you can look at AI\nand dismiss it and say it's,"
  },
  {
    "start": 15.32,
    "end": 18.75,
    "text": "uh, all garbage, it produces horrible, uh,"
  },
  {
    "start": 18.82,
    "end": 21.98,
    "text": "results. You could say it will replace"
  },
  {
    "start": 21.99,
    "end": 25.89,
    "text": "developers and we'll all vibe code our\napps in"
  },
  {
    "start": 25.9,
    "end": 29.31,
    "text": "the future.\nOr you could have a more nuanced"
  },
  {
    "start": 29.54,
    "end": 33.3,
    "text": "take and say what I believe, \"AI is,\nis a great"
  },
  {
    "start": 33.309,
    "end": 37.17,
    "text": "assistant, a great tool\nthat can make you productive,"
  },
  {
    "start": 37.28,
    "end": 40.78,
    "text": "more things done if...\"\nAnd that's the important part, \"If"
  },
  {
    "start": 41.12,
    "end": 45.089,
    "text": "you have some experience as a developer,\nif you can combine your knowledge"
  },
  {
    "start": 45.2,
    "end": 49.14,
    "text": "with AI.\" And I've said that in many v-\nvideos and episodes and"
  },
  {
    "start": 49.26,
    "end": 52.8,
    "text": "I don't wanna repeat all of that here,\nbut there's one thing"
  },
  {
    "start": 52.88,
    "end": 56.8,
    "text": "that's missing maybe or one thing\nthat I also find important"
  },
  {
    "start": 56.84,
    "end": 59.33,
    "text": "when we look at AI from a developer's\nperspective."
  },
  {
    "start": 59.34,
    "end": 63.26,
    "text": "And that is the fact that AI, even"
  },
  {
    "start": 63.28,
    "end": 67.2,
    "text": "if we are an experienced developer,\nenables us to build"
  },
  {
    "start": 67.26,
    "end": 70.36,
    "text": "things we previously weren't able to\nbuild."
  },
  {
    "start": 70.46,
    "end": 73.84,
    "text": "And also important, it can help us"
  },
  {
    "start": 74.02,
    "end": 77.12,
    "text": "learn new things and expand our skill"
  },
  {
    "start": 77.18,
    "end": 80.64,
    "text": "set. Now I will say there also is the"
  },
  {
    "start": 80.68,
    "end": 82.86,
    "text": "danger of going the opposite direction."
  },
  {
    "start": 82.9,
    "end": 86.56,
    "text": "There is the danger,\nand I've talked about this too, of"
  },
  {
    "start": 87.12,
    "end": 91.1,
    "text": "relying on AI too much,\nof not understanding the code it produces,"
  },
  {
    "start": 91.16,
    "end": 95.02,
    "text": "maybe of not really looking at it\nand of ending up in a code base"
  },
  {
    "start": 95.06,
    "end": 98.45,
    "text": "where you don't know the code,\nwhere you don't understand what's going"
  },
  {
    "start": 98.52,
    "end": 101.92,
    "text": "on. Uh,\nthat's definitely not the direction you"
  },
  {
    "start": 101.94,
    "end": 105.7,
    "text": "But let's say I wanna build my own\nweb-based"
  },
  {
    "start": 105.92,
    "end": 109.76,
    "text": "image editor,\nsomething trivial where I maybe can just"
  },
  {
    "start": 109.82,
    "end": 113.54,
    "text": "the saturation of an image and save\nthat as a new"
  },
  {
    "start": 113.58,
    "end": 117.2,
    "text": "image.\nOr I wanna build my own very basic video"
  },
  {
    "start": 117.24,
    "end": 121.22,
    "text": "tool that, uh, encodes a video,\nmaybe extracts"
  },
  {
    "start": 121.26,
    "end": 125.1,
    "text": "the audio from a video.\nI wanna build my own tool because I wanna"
  },
  {
    "start": 125.14,
    "end": 127.56,
    "text": "an overall workflow or anything like that."
  },
  {
    "start": 127.6,
    "end": 131.45,
    "text": "Now previously, I'll be honest, these\nare things that would've"
  },
  {
    "start": 131.48,
    "end": 135.32,
    "text": "taken me quite some time to build because\nI had basically no"
  },
  {
    "start": 135.36,
    "end": 139.07,
    "text": "experience with working with the Canvas\nAPI or"
  },
  {
    "start": 139.26,
    "end": 141.62,
    "text": "of image manipulation in the browser."
  },
  {
    "start": 141.68,
    "end": 145.52,
    "text": "I had no experience with MPEG.\nSo these are things where I"
  },
  {
    "start": 145.54,
    "end": 149.38,
    "text": "would have to dive into the documentation,\nread tutorials, watch videos."
  },
  {
    "start": 149.4,
    "end": 153.2,
    "text": "And whilst that all is fun\nand builds up some knowledge and"
  },
  {
    "start": 153.26,
    "end": 157.12,
    "text": "is therefore in theory important,\nit's also"
  },
  {
    "start": 157.16,
    "end": 161.1,
    "text": "something where I probably wouldn't have\nhad the time so I wouldn't have"
  },
  {
    "start": 161.12,
    "end": 164.36,
    "text": "done it and I would've found other\nsolutions to my problem, so"
  },
  {
    "start": 165.08,
    "end": 167.96,
    "text": "everything's good to some extent."
  },
  {
    "start": 168.02,
    "end": 171.84,
    "text": "But I do believe that it's now actually a"
  },
  {
    "start": 172.04,
    "end": 175.84,
    "text": "better time to be a developer because we\ncan"
  },
  {
    "start": 175.94,
    "end": 179.84,
    "text": "now build any kind of utility tool,\nany kind"
  },
  {
    "start": 179.88,
    "end": 183.1,
    "text": "of workflow we wanna build, even\nif it involves"
  },
  {
    "start": 183.48,
    "end": 186.66,
    "text": "things or skills that we don't have"
  },
  {
    "start": 186.82,
    "end": 190.46,
    "text": "yet. Because if I need a, a tool that"
  },
  {
    "start": 190.5,
    "end": 194.46,
    "text": "extracts audio from a video,\nI can just prompt AI"
  },
  {
    "start": 194.56,
    "end": 198.4,
    "text": "to build it for me\nand I very likely get a tool"
  },
  {
    "start": 198.44,
    "end": 202.18,
    "text": "that works. Is it perfect? No.\nIt will probably not cover all"
  },
  {
    "start": 202.3,
    "end": 206.28,
    "text": "possible edge cases,\nit will probably be buggy to"
  },
  {
    "start": 206.32,
    "end": 209.15,
    "text": "some extent,\nbut it might be good enough for me."
  },
  {
    "start": 209.18,
    "end": 212.58,
    "text": "It might be good enough for me to get the\njob done which I want to get done."
  },
  {
    "start": 212.66,
    "end": 216.32,
    "text": "If it fails on a four-hour video\nbut works on a ten-minute"
  },
  {
    "start": 216.4,
    "end": 220.329,
    "text": "video and I only have ten-minute videos,\nthen this is"
  },
  {
    "start": 220.44,
    "end": 223.34,
    "text": "not a bug or a problem I need to tackle."
  },
  {
    "start": 223.42,
    "end": 227.34,
    "text": "So I don't need the perfect tool,\nI just need a tool that's good"
  },
  {
    "start": 227.36,
    "end": 229.8,
    "text": "enough. But isn't that vibe coding?"
  },
  {
    "start": 229.82,
    "end": 233.1,
    "text": "Well, to some degree it is,\nbut here's the interesting thing,"
  },
  {
    "start": 233.12,
    "end": 236.86,
    "text": "me.\nI really enjoy the process of building"
  },
  {
    "start": 236.92,
    "end": 240.37,
    "text": "utility tools, little helpers that I can"
  },
  {
    "start": 240.42,
    "end": 244.36,
    "text": "use and then I enjoy the part of diving\ninto the code"
  },
  {
    "start": 244.7,
    "end": 247.02,
    "text": "and doing some research of what's\nhappening there."
  },
  {
    "start": 247.04,
    "end": 250.92,
    "text": "But since I already got something working,\nsince I already have"
  },
  {
    "start": 250.96,
    "end": 254.86,
    "text": "that initial solution, I don't have"
  },
  {
    "start": 254.94,
    "end": 258.64,
    "text": "to dive into the docs\nand try to find out which parts are"
  },
  {
    "start": 258.66,
    "end": 262.52,
    "text": "important for me. Instead,\nI can just read more about"
  },
  {
    "start": 262.58,
    "end": 266.42,
    "text": "the, the methods, the tools, the,\nthe functions that are"
  },
  {
    "start": 266.44,
    "end": 269.75,
    "text": "being used in my code\nand understand what exactly"
  },
  {
    "start": 269.76,
    "end": 273.08,
    "text": "And that allows me to build up an\nunderstanding of how that"
  },
  {
    "start": 273.09,
    "end": 276.58,
    "text": "technology, that library, or whatever\nis getting used in my code"
  },
  {
    "start": 277.1,
    "end": 280.94,
    "text": "works under the hood.\nAnd I've learned a ton about working with"
  },
  {
    "start": 281.0,
    "end": 284.49,
    "text": "Canvas API, about web animations,\nabout tools like"
  },
  {
    "start": 284.54,
    "end": 288.51,
    "text": "MPEG,\nand many other things just because I built"
  },
  {
    "start": 288.58,
    "end": 292.54,
    "text": "own little helpers. And these\nare not just fun projects, by the way."
  },
  {
    "start": 292.55,
    "end": 296.48,
    "text": "These are actual things\nthat then in the end might find their way"
  },
  {
    "start": 296.54,
    "end": 299.18,
    "text": "into an actual product I'm building."
  },
  {
    "start": 299.26,
    "end": 302.54,
    "text": "Obviously then polished and with, um,"
  },
  {
    "start": 303.36,
    "end": 307.3,
    "text": "with more knowledge from my side then\nbecause of course once I build something"
  },
  {
    "start": 307.34,
    "end": 311.08,
    "text": "production for other people to use,\nI 100% want to make"
  },
  {
    "start": 311.14,
    "end": 314.66,
    "text": "sure that there are no bugs in there,\nor at least no"
  },
  {
    "start": 314.82,
    "end": 318.68,
    "text": "bugs, uh, I, I know about\nand I wanna make sure that it's stable,"
  },
  {
    "start": 318.74,
    "end": 321.18,
    "text": "that it's fast,\nthat I use common best practices."
  },
  {
    "start": 321.2,
    "end": 325.17,
    "text": "So of course I will then take\nthat time to polish it and"
  },
  {
    "start": 325.24,
    "end": 328.86,
    "text": "to learn more about it.\nBut for getting started with the learning"
  },
  {
    "start": 328.94,
    "end": 332.86,
    "text": "process or if we're doing some one-off\ntasks, I think we're"
  },
  {
    "start": 332.9,
    "end": 336.67,
    "text": "living in the best time possible because\nAI is a big"
  },
  {
    "start": 336.7,
    "end": 340.03,
    "text": "enabler there. By the way,\nalso for example, if we're talking"
  },
  {
    "start": 340.12,
    "end": 344.01,
    "text": "about technologies\nor programming languages we're not"
  },
  {
    "start": 344.04,
    "end": 347.79,
    "text": "that good in. Now, for example,\nI'm way better in"
  },
  {
    "start": 347.84,
    "end": 351.59,
    "text": "JavaScript than I am in Python also\nbecause I"
  },
  {
    "start": 351.62,
    "end": 355.52,
    "text": "haven't written a lot of Python code for\nthe last three to four years."
  },
  {
    "start": 355.66,
    "end": 358.94,
    "text": "Lots of small utility scripts\nand workflows,"
  },
  {
    "start": 358.98,
    "end": 361.15,
    "text": "definitely, but nothing complex."
  },
  {
    "start": 361.2,
    "end": 365.0,
    "text": "So I don't have any expert or deep expert"
  },
  {
    "start": 365.08,
    "end": 368.45,
    "text": "level knowledge there.\nSomething I wanna change again,"
  },
  {
    "start": 368.46,
    "end": 372.18,
    "text": "But it is what it is. Here of course,\nAI can also"
  },
  {
    "start": 372.32,
    "end": 375.94,
    "text": "help me get stuff done and then either I"
  },
  {
    "start": 376.02,
    "end": 379.9,
    "text": "remember the syntax I see\nand I remember what's happening there or I"
  },
  {
    "start": 379.94,
    "end": 383.6,
    "text": "can then again dive deeper.\nAnd I think that's a"
  },
  {
    "start": 383.66,
    "end": 387.48,
    "text": "very valuable thing\nor advantage we get out of"
  },
  {
    "start": 387.54,
    "end": 391.36,
    "text": "AI, because it allows us to do stuff\nthat otherwise would've been"
  },
  {
    "start": 391.42,
    "end": 394.14,
    "text": "impossible or maybe just not worth our\ntime"
  },
  {
    "start": 394.64,
    "end": 398.34,
    "text": "and also grow our skill base. I"
  },
  {
    "start": 398.36,
    "end": 402.26,
    "text": "think that is the,\nthe important part"
  },
  {
    "start": 402.42,
    "end": 405.73,
    "text": "pure vibe coding where you don't even look\nat the code, where you don't care about"
  },
  {
    "start": 405.74,
    "end": 409.55,
    "text": "the code. I care. I like learning.\nAnd as I've said in other"
  },
  {
    "start": 409.64,
    "end": 412.82,
    "text": "episodes as well,\nI can only recommend going"
  },
  {
    "start": 412.84,
    "end": 416.44,
    "text": "deep, uh, as a developer.\nYou want the deep"
  },
  {
    "start": 416.56,
    "end": 420.36,
    "text": "knowledge, you wanna be better than AI,\nyou wanna be an"
  },
  {
    "start": 420.42,
    "end": 424.28,
    "text": "expert in certain matters\nand you wanna understand what AI is"
  },
  {
    "start": 424.3,
    "end": 428.13,
    "text": "doing and always get to a level where you\ncan correct AI or"
  },
  {
    "start": 428.4,
    "end": 432.12,
    "text": "steer AI.\nBecause as long as that's the case,"
  },
  {
    "start": 432.18,
    "end": 435.96,
    "text": "you'll have, uh,\na reason to get employed or"
  },
  {
    "start": 436.0,
    "end": 439.78,
    "text": "whatever your goals are.\nYou don't wanna be on the same level as"
  },
  {
    "start": 439.82,
    "end": 442.36,
    "text": "You wanna be above it at least in certain\nareas."
  },
  {
    "start": 442.48,
    "end": 446.28,
    "text": "Obviously with the broad knowledge AI has,\nyou can't beat it"
  },
  {
    "start": 446.36,
    "end": 449.92,
    "text": "everywhere but you can beat it in certain\ndomains and it can be a"
  },
  {
    "start": 449.94,
    "end": 452.2,
    "text": "great enabler."
  }
]