[{"data":1,"prerenderedAt":70},["ShallowReactive",2],{"term-p\u002Fprompt-smithing":3,"related-p\u002Fprompt-smithing":58},{"id":4,"title":5,"acronym":6,"body":7,"category":40,"description":41,"difficulty":42,"extension":43,"letter":16,"meta":44,"navigation":45,"path":46,"related":47,"seo":52,"sitemap":53,"stem":56,"subcategory":6,"__hash__":57},"terms\u002Fterms\u002Fp\u002Fprompt-smithing.md","Prompt Smithing",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",{},"Prompt smithing is the craft of shaping prompts through deliberate iteration — testing, tweaking, measuring. Not vibes-based prompting. Real engineering applied to prompt design.",[11,20,22],{"id":21},"real-talk","Real Talk",[16,24,25],{},"Prompt smithing is the disciplined practice of prompt engineering: versioning prompts, A\u002FB testing variants, measuring outputs against evals, and iterating systematically. Distinguishes professional prompt engineering from ad-hoc prompting. Tools: LangSmith, Humanloop, Promptlayer for prompt versioning and evaluation.",[11,27,29],{"id":28},"when-youll-hear-this","When You'll Hear This",[16,31,32],{},"\"Two weeks of prompt smithing got our eval score from 72% to 91%.\" \u002F \"Hire a promptsmith — don't just vibe it.\"",{"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","Prompt smithing is the craft of shaping prompts through deliberate iteration — testing, tweaking, measuring. Not vibes-based prompting.","intermediate","md",{},true,"\u002Fterms\u002Fp\u002Fprompt-smithing",[48,49,50,51],"Prompt Engineering","Promptsmith","Evals","Prompt Surgery",{"title":5,"description":41},{"changefreq":54,"priority":55},"weekly",0.7,"terms\u002Fp\u002Fprompt-smithing","O_a0wbDZPO78e_w3i5fmHrXqOAwqwaMJMJ2_bsNNx1w",[59,63,66],{"title":48,"path":60,"acronym":6,"category":61,"difficulty":42,"description":62},"\u002Fterms\u002Fp\u002Fprompt-engineering","vibecoding","Prompt engineering is the art of talking to AI so it actually does what you want.",{"title":51,"path":64,"acronym":6,"category":40,"difficulty":42,"description":65},"\u002Fterms\u002Fp\u002Fprompt-surgery","Prompt surgery is surgically editing your prompt to fix a specific failure, rather than rewriting the whole thing.",{"title":49,"path":67,"acronym":6,"category":40,"difficulty":68,"description":69},"\u002Fterms\u002Fp\u002Fpromptsmith","beginner","A promptsmith is someone who specializes in crafting prompts. Not a prompt engineer (too corporate). Not a prompt whisperer (too mystical).",1776518304110]