HN 提问：您将如何从零开始学习 AI 辅助开发？
2 分•作者: SMAAART•11 天前
I'm a director/exec, not a software engineer. Background's mostly data analytics, SQL and Excel day to day, some R and PostgreSQL. Years ago I could hack together basic HTML/CSS/PHP too.<p>Got into AI early and now use ChatGPT and Claude constantly. With their help I've built a handful of web apps, some Python scripts and desktop tools, and an Android app on Supabase with real multiple users.<p>So I can build things. But I'm very aware there are big holes underneath it. I can usually get something working without really knowing why it works, whether it's actually well built, or what's going to break down the road once it gets more complex.<p>Feels like it's time to go back to fundamentals. Michael Jordan still worked on his footwork, that kind of thing.<p>What I'm hoping to get to eventually:<p>* build small useful apps, windows/mac/android/ios/web<p>* automate chunks of my own and my team's work<p>* maybe build a simple SaaS at some point<p>* generally not get left behind, open to this reshaping my career or spinning into a side thing<p>Was hoping for something structured, starting from prompt/context engineering and working into real programming fundamentals, APIs, databases, architecture, security, testing, deployment. Problem is anything I find is stale within months given how fast this moves.<p>Not looking for free necessarily, and definitely not looking for "learn to code in a weekend." Willing to put in real time.<p>For people who've gone down this road already: what's actually worth learning properly, what's fine to just learn enough to supervise, and what can honestly just stay AI's job?<p>P.S.: Yes I polished/refined this post using AI, but I first wrote it all myself (the original was twice as long).
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I'm a director/exec, not a software engineer. Background's mostly data analytics, SQL and Excel day to day, some R and PostgreSQL. Years ago I could hack together basic HTML/CSS/PHP too.<p>Got into AI early and now use ChatGPT and Claude constantly. With their help I've built a handful of web apps, some Python scripts and desktop tools, and an Android app on Supabase with real multiple users.<p>So I can build things. But I'm very aware there are big holes underneath it. I can usually get something working without really knowing why it works, whether it's actually well built, or what's going to break down the road once it gets more complex.<p>Feels like it's time to go back to fundamentals. Michael Jordan still worked on his footwork, that kind of thing.<p>What I'm hoping to get to eventually:<p>* build small useful apps, windows/mac/android/ios/web<p>* automate chunks of my own and my team's work<p>* maybe build a simple SaaS at some point<p>* generally not get left behind, open to this reshaping my career or spinning into a side thing<p>Was hoping for something structured, starting from prompt/context engineering and working into real programming fundamentals, APIs, databases, architecture, security, testing, deployment. Problem is anything I find is stale within months given how fast this moves.<p>Not looking for free necessarily, and definitely not looking for "learn to code in a weekend." Willing to put in real time.<p>For people who've gone down this road already: what's actually worth learning properly, what's fine to just learn enough to supervise, and what can honestly just stay AI's job?<p>P.S.: Yes I polished/refined this post using AI, but I first wrote it all myself (the original was twice as long).