{"slug": "ask-hn-how-would-you-learn-ai-assisted-development-from-the-ground-up", "title": "Ask HN: How would you learn AI-assisted development from the ground up?", "summary": "A director/executive with a background in data analytics and SQL is seeking structured guidance on learning AI-assisted development from the ground up, acknowledging gaps in fundamentals despite having built web apps, Python scripts, and an Android app using ChatGPT and Claude. The user asks the Hacker News community for advice on what to learn properly, what to supervise, and what to leave to AI, emphasizing a willingness to invest real time.", "body_md": "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.\n\nGot 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.\n\nSo 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.\n\nFeels like it's time to go back to fundamentals. Michael Jordan still worked on his footwork, that kind of thing.\n\nWhat I'm hoping to get to eventually:\n\n* build small useful apps, windows/mac/android/ios/web\n\n* automate chunks of my own and my team's work\n\n* maybe build a simple SaaS at some point\n\n* generally not get left behind, open to this reshaping my career or spinning into a side thing\n\nWas 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.\n\nNot looking for free necessarily, and definitely not looking for \"learn to code in a weekend.\" Willing to put in real time.\n\nFor 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?\n\nP.S.: Yes I polished/refined this post using AI, but I first wrote it all myself (the original was twice as long).\n\nComments URL: [https://news.ycombinator.com/item?id=49098829](https://news.ycombinator.com/item?id=49098829)\n\nPoints: 2\n\n# Comments: 0", "url": "https://wpnews.pro/news/ask-hn-how-would-you-learn-ai-assisted-development-from-the-ground-up", "canonical_source": "https://news.ycombinator.com/item?id=49098829", "published_at": "2026-07-29 15:31:35+00:00", "updated_at": "2026-07-29 15:53:16.378434+00:00", "lang": "en", "topics": ["ai-tools", "developer-tools", "artificial-intelligence", "ai-products"], "entities": ["ChatGPT", "Claude", "Supabase", "Hacker News", "Michael Jordan"], "alternates": {"html": "https://wpnews.pro/news/ask-hn-how-would-you-learn-ai-assisted-development-from-the-ground-up", "markdown": "https://wpnews.pro/news/ask-hn-how-would-you-learn-ai-assisted-development-from-the-ground-up.md", "text": "https://wpnews.pro/news/ask-hn-how-would-you-learn-ai-assisted-development-from-the-ground-up.txt", "jsonld": "https://wpnews.pro/news/ask-hn-how-would-you-learn-ai-assisted-development-from-the-ground-up.jsonld"}}