{"id":33029,"date":"2026-05-09T10:15:10","date_gmt":"2026-05-09T10:15:10","guid":{"rendered":"https:\/\/www.europesays.com\/ai\/33029\/"},"modified":"2026-05-09T10:15:10","modified_gmt":"2026-05-09T10:15:10","slug":"he-taught-claude-to-speak-like-a-caveman-to-cut-tokens-learned-lesson","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ai\/33029\/","title":{"rendered":"He Taught Claude to Speak Like a Caveman to Cut Tokens, Learned Lesson"},"content":{"rendered":"<p>This as-told-to essay is based on a conversation with Alexander Huso, a 31-year-old who lives in Salt Lake City. It&#8217;s been edited for length and clarity.<\/p>\n<p>\n                          Loading audio narration&#8230;\n                        <\/p>\n<p>I work for a hotel right now. I had a software testing job, and I&#8217;m a great coder, but, without a degree, it&#8217;s really hard to prove that. I do it for the love of the craft.<\/p>\n<p>You could really use AI for anything. When I&#8217;m looking for work, I have a ChatGPT scheduled thing. In 2026, applying for jobs <a target=\"_self\" href=\"https:\/\/www.businessinsider.com\/technology-broke-job-market-ats-recruiters-hiring-application-2025-11\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">is a nightmare<\/a>. The best way to apply for a job is to apply right when it&#8217;s posted, so you&#8217;re the first one on the list. I have a ChatGPT thing scheduled every 4 hours that searches the web for obscure job boards and finds the ones posted 15 minutes ago.<\/p>\n<p>I had a project recently based on incidental learning. The idea is, if you&#8217;re exposed to something repeatedly without thinking about it, you&#8217;ll learn it. I wrote an app to replace random words on your phone with Spanish translations, so you can learn Spanish.<\/p>\n<p>I was coding for years before AI. Right when it finally clicked was like, boom, <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/software-engineers-on-vibe-coding-ai-tools-2026-1\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">ChatGPT went viral<\/a>. I&#8217;m still trying to figure out: Did I learn to code at the best time or the worst time?<\/p>\n<p>ChatGPT feels unlimited sometimes; I rarely hit my limits. I feel Claude is a lot higher in quality, but the tokens you hit really fast. For things that are really important, I tend to use Claude. ChatGPT is really for anything.<\/p>\n<p>I was running out of <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/anthropic-claude-code-token-estimates-2026-4\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">Claude tokens<\/a>. I&#8217;m on the plan that&#8217;s $20 a month. I was always exploring different ways to make this cheaper.<\/p>\n<p>When you&#8217;re talking to AI, you sometimes find yourself slipping into caveman. I used to say: &#8220;You write code.&#8221; My idea was like, why don&#8217;t we skip articles and different parts of speech?<\/p>\n<p>My first idea was baby talk, but caveman talk wrote better, and it was funnier.<\/p>\n<p>                    <img xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"lazy-image \" encoding=\"UTF-8\" width=\"1\" height=\"1\" data-content-type=\"image\/png\" srcs=\"{&quot;https:\/\/i.insider.com\/69fe1376c9dd4cb81cda897e&quot;:{&quot;contentType&quot;:&quot;image\/png&quot;,&quot;aspectRatioW&quot;:375,&quot;aspectRatioH&quot;:496}}\" alt=\"Alexander Huso's Claude chat is pictured.\"\/><\/p>\n<p>                            Alexander Huso asked Claude how many tokens he&#8217;d save from caveman speak.\u00a0<\/p>\n<p>                    Alexander Huso<\/p>\n<p>Originally, I was using it to break some <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/how-2-white-hat-hackers-became-millionaires-before-the-age-of-25-2019-9\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">bug bounties<\/a>. You can ethically hack something with permission, and if you find a vulnerability, they&#8217;ll pay you for it. They&#8217;re going to take a lot of work, so I shouldn&#8217;t expect to get one in a day. It was something I was dabbling with.<\/p>\n<p>I was dropping APK files into Claude Code, and being like, &#8220;See what you can do with it.&#8221; That&#8217;s what I mostly used the caveman mode for: hacking Android apps.<\/p>\n<p>I have not gotten a bug bounty yet. Caveman talk hurts the quality a lot. Anytime there&#8217;s something important, I don&#8217;t want to use it. &#8220;Me write code&#8221; is not as good a chain-of-thought reasoning as it would have been by default.<\/p>\n<p>I wouldn&#8217;t trust it to write any serious code.<\/p>\n<p>As an afterthought, I threw it on Reddit. One of my <a target=\"_blank\" class=\"\" href=\"https:\/\/www.youtube.com\/watch?v=L29q2LRiMRc\" data-track-click=\"{&quot;click_type&quot;:&quot;other&quot;,&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;outbound_click&quot;}\" rel=\" nofollow noopener\">favorite YouTubers<\/a> made a video about my idea, which messed me up for a couple of days.<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/github.com\/cheeseonamonkey\" data-track-click=\"{&quot;click_type&quot;:&quot;other&quot;,&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;outbound_click&quot;}\" rel=\" nofollow noopener\">My GitHub<\/a> is the most important thing in the world to me. If I died tomorrow, my friends and family know they should go look at my GitHub, not my Facebook or my Reddit.<\/p>\n<p>I got like four GitHub followers out of the whole thing. Some <a target=\"_blank\" href=\"https:\/\/github.com\/JuliusBrussee\/caveman\" data-track-click=\"{&quot;click_type&quot;:&quot;other&quot;,&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;outbound_click&quot;}\" rel=\" nofollow noopener\">kid from the Netherlands<\/a> blew up and went totally viral. I wish him well. There&#8217;s no such thing as stealing in open source. At the end of it, I thought: I should feel validated and flattered. That&#8217;s the healthy way to look at it.<\/p>\n<p>I may be a bit eccentric, and my family thinks I&#8217;m nuts. If anything, this has validated me.<\/p>\n<p>My mom doesn&#8217;t think I&#8217;m crazy anymore.<\/p>\n","protected":false},"excerpt":{"rendered":"This as-told-to essay is based on a conversation with Alexander Huso, a 31-year-old who lives in Salt Lake&hellip;\n","protected":false},"author":2,"featured_media":33030,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[17050,53,3154,17329,21137,580,182,5189,2517,3282,16495,21138,6198,6705,8796,21139,3553],"class_list":{"0":"post-33029","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-anthropic","8":"tag-ai-token","9":"tag-anthropic","10":"tag-anthropic-claude","11":"tag-bug-bounty","12":"tag-caveman","13":"tag-chatgpt","14":"tag-claude","15":"tag-code","16":"tag-day","17":"tag-github","18":"tag-idea","19":"tag-lesson","20":"tag-lot","21":"tag-quality","22":"tag-reddit","23":"tag-spanish-translation","24":"tag-thing"},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts\/33029","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/comments?post=33029"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts\/33029\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/media\/33030"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/media?parent=33029"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/categories?post=33029"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/tags?post=33029"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}