I’ve been leaning pretty heavily on AI to build things lately, but I’m starting to hit a wall. I can get stuff to work, but I’m mostly just ‘vibe coding’ and I don’t fully understand the logic the AI is spitting out, and I definitely couldn’t build it from scratch. I keep hearing senior devs say that AI only becomes a massive 10x multiplier if you actually know what you’re looking at. Basically, the better you are at coding, the more useful the AI becomes. I want to reach the point where I can actually handle complex architecture and get that 10x output everyone talks about, but I’m torn on the path to get there. Does it still make sense to spend months drilling syntax and doing LeetCode-style memorization in 2026? Or is that a waste of time now? If the goal is to develop the intuition of a senior engineer so I can actually use AI properly, what should I be focusing on? Is there a way to learn the “deep” stuff without the traditional leetcode spamming etc? If I’m not memorizing syntax, what specific concepts (like state management, memory, or concurrency) am I actually supposed to be mastering? If you had to hire a junior developer who learned via AI, what proof of knowledge would you look for What are the “boring” skills (like documentation, testing, or linting) that actually unlock the most power from AI? submitted by /u/Several_Argument1527
Originally posted by u/Several_Argument1527 on r/ClaudeCode