alt Hacker NewsFor an experienced engineer, working out the syntax, APIs, type issues, understanding errors, etc is the easy part of the job. Larger picture issues are the real task.
But for many Jr engineers it’s the hard part. They are not (yet) expected to be responsible for the larger issues.
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This is honestly what I (staff engineer) find AI the most useful for. I've been around the block enough that I typically know in general what I want, but I often find myself wanting it in a new framework or paradigm or similar, and if I could just ASK a person a question, they'd understand it. But not knowing the exact right keywords, especially in frameworks with lots of jargon, can still make it annoying. I can often get what I want by just sitting down and reading approximately 6 screen-heights of text out of the official docs on the general topic in question to find the random sentence 70% of the way down that answered my question.
But dyou know what's really great at taking a bunch of tokens and then giving me a bunch of probabilistically adjacent tokens? Yeah exactly! So often even if the AI is giving me something totally bonkers semantically, just knowing all those tokens are adjacent enough gives me a big leg up in knowing how to phrase my next question, and of course sometimes the AI is also accidentally semantically correct too.
what is a larger issue? lacking domain knowledge? or lacking deeper understanding of years of shit in the codebase that seniors may have better understanding? where I work, there is no issue that it "too large" for a junior to take on, it is the only way that "junior" becomes "non-junior" - by doing, not by delegating to so-called seniors (I am one of them)