[{"data":1,"prerenderedAt":82},["ShallowReactive",2],{"term-c\u002Fcode-generation":3,"related-c\u002Fcode-generation":61},{"id":4,"title":5,"acronym":6,"body":7,"category":40,"description":41,"difficulty":42,"extension":43,"letter":44,"meta":45,"navigation":46,"path":47,"related":48,"seo":55,"sitemap":56,"stem":59,"subcategory":6,"__hash__":60},"terms\u002Fterms\u002Fc\u002Fcode-generation.md","Code Generation",null,{"type":8,"value":9,"toc":33},"minimark",[10,15,19,23,26,30],[11,12,14],"h2",{"id":13},"eli5-the-vibe-check","ELI5 — The Vibe Check",[16,17,18],"p",{},"Code Generation is AI writing code for you based on a description. You type 'write a Python function that parses CSV files and returns a list of dicts' and out comes working code. It's not always perfect, but it's a great starting point. Modern LLMs are shockingly good at this — the days of Googling basic syntax are numbered.",[11,20,22],{"id":21},"real-talk","Real Talk",[16,24,25],{},"Code generation is the LLM capability to produce syntactically correct and semantically meaningful source code from natural language descriptions, existing code context, or both. Modern models (Claude, GPT-4, Codex) generate code across dozens of languages with high accuracy for common patterns. Quality degrades for complex domain logic and novel algorithms.",[11,27,29],{"id":28},"when-youll-hear-this","When You'll Hear This",[16,31,32],{},"\"Code generation wrote the entire API client from the spec.\" \u002F \"Code generation is best for boilerplate, not complex logic.\"",{"title":34,"searchDepth":35,"depth":35,"links":36},"",2,[37,38,39],{"id":13,"depth":35,"text":14},{"id":21,"depth":35,"text":22},{"id":28,"depth":35,"text":29},"ai","Code Generation is AI writing code for you based on a description.","beginner","md","c",{},true,"\u002Fterms\u002Fc\u002Fcode-generation",[49,50,51,52,53,54],"Autocomplete","AI Pair Programming","Copilot","Cursor","LLM","Vibecoding",{"title":5,"description":41},{"changefreq":57,"priority":58},"weekly",0.7,"terms\u002Fc\u002Fcode-generation","UJMF1Nvh5j9pB2RRNo2FaKVFGggxjhbduBnLeV9OnlQ",[62,66,69,72,75,79],{"title":50,"path":63,"acronym":6,"category":64,"difficulty":42,"description":65},"\u002Fterms\u002Fa\u002Fai-pair-programming","vibecoding","AI pair programming is pair programming where your partner is an AI.",{"title":49,"path":67,"acronym":6,"category":40,"difficulty":42,"description":68},"\u002Fterms\u002Fa\u002Fautocomplete","AI autocomplete is like your phone's predictive text, but for code, and actually intelligent.",{"title":51,"path":70,"acronym":6,"category":40,"difficulty":42,"description":71},"\u002Fterms\u002Fc\u002Fcopilot","GitHub Copilot is the AI coding assistant that lives inside your editor and autocompletes your code.",{"title":52,"path":73,"acronym":6,"category":40,"difficulty":42,"description":74},"\u002Fterms\u002Fc\u002Fcursor","Cursor is a code editor (forked from VS Code) with AI built into every interaction.",{"title":53,"path":76,"acronym":77,"category":40,"difficulty":42,"description":78},"\u002Fterms\u002Fl\u002Fllm","Large Language Model","An LLM is a humongous AI that read basically the entire internet and learned to predict what words come next, really really well.",{"title":54,"path":80,"acronym":6,"category":40,"difficulty":42,"description":81},"\u002Fterms\u002Fv\u002Fvibecoding","Vibecoding is when you code by vibes — you tell an AI what you want, it writes the code, and you just go with the flow.",1776518266819]