{"id":519365,"date":"2025-09-22T07:27:03","date_gmt":"2025-09-22T14:27:03","guid":{"rendered":"https:\/\/jorgep.com\/blog\/?page_id=519365"},"modified":"2025-09-22T08:19:37","modified_gmt":"2025-09-22T15:19:37","slug":"local-ai-series","status":"publish","type":"page","link":"https:\/\/jorgep.com\/blog\/local-ai-series\/","title":{"rendered":"Local AI Series"},"content":{"rendered":"<style>.kb-row-layout-id519365_ea2793-52 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id519365_ea2793-52 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id519365_ea2793-52 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id519365_ea2793-52 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id519365_ea2793-52 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id519365_ea2793-52 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id519365_ea2793-52 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column519365_b08be6-b6 > .kt-inside-inner-col,.kadence-column519365_b08be6-b6 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column519365_b08be6-b6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column519365_b08be6-b6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column519365_b08be6-b6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column519365_b08be6-b6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column519365_b08be6-b6{position:relative;}@media all and (max-width: 1024px){.kadence-column519365_b08be6-b6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column519365_b08be6-b6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column519365_b08be6-b6\"><div class=\"kt-inside-inner-col\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Header-LocalAI-1200x630-1.jpg\" alt=\"\" class=\"wp-image-519366\" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Header-LocalAI-1200x630-1.jpg 1200w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Header-LocalAI-1200x630-1-300x158.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Header-LocalAI-1200x630-1-1024x538.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Header-LocalAI-1200x630-1-768x403.jpg 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<\/div><\/div><\/div>\n\n<\/div><\/div>\n\n\n<p>AI is no longer exclusive to data centers and cloud services. With the right software and a decent PC, you can run powerful AI models right from your desktop. This means you can create content, analyze data, and experiment with cutting-edge technology without an internet connection, subscription fees, or privacy concerns.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8, .wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8[data-kb-block=\"kb-adv-heading519365_12d882-b8\"]{font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8[data-kb-block=\"kb-adv-heading519365_12d882-b8\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8[data-kb-block=\"kb-adv-heading519365_12d882-b8\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading519365_12d882-b8 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading519365_12d882-b8\">The future of AI isn\u2019t just in the datacenters or in the cloud; it\u2019s right on your desktop, phones and other endpoint devices. Running AI models locally offers unparalleled privacy, speed, and creative freedom. But with so many options from AMD, Intel, Apple and NVIDIA, how do you choose the best \u201cLocal AI PC\u201d for you? Let\u2019s break down the leading architectures and what they bring to the table.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5, .wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5[data-kb-block=\"kb-adv-heading519365_d600d3-f5\"]{font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5[data-kb-block=\"kb-adv-heading519365_d600d3-f5\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5[data-kb-block=\"kb-adv-heading519365_d600d3-f5\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading519365_d600d3-f5 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading519365_d600d3-f5\"><em>You don&#8217;t need a supercomputer to run AI models, but the right software makes all the difference. Articles below talk about Local AI and my own learning journey.<\/em><\/p>\n\n\n\n<div class=\"wp-block-group has-nv-light-bg-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-text-align-center\">Topics covered in this section include:<\/p>\n\n\n<nav class=\"has-background has-theme-palette8-background-color has-small-font-size is-responsive items-justified-left alignwide wp-block-navigation is-content-justification-left is-layout-flex wp-container-core-navigation-is-layout-23b93fc6 wp-block-navigation-is-layout-flex\" aria-label=\"Tech Menu 2\" \n\t\t data-wp-interactive=\"core\/navigation\" data-wp-context='{\"overlayOpenedBy\":{\"click\":false,\"hover\":false,\"focus\":false},\"type\":\"overlay\",\"roleAttribute\":\"\",\"ariaLabel\":\"Menu\"}'><button aria-haspopup=\"dialog\" aria-label=\"Open menu\" class=\"wp-block-navigation__responsive-container-open\" 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\n\t\t\t\tdata-wp-bind--aria-modal=\"state.ariaModal\"\n\t\t\t\tdata-wp-bind--aria-label=\"state.ariaLabel\"\n\t\t\t\tdata-wp-bind--role=\"state.roleAttribute\"\n\t\t\t>\n\t\t\t\t\t\t\t<button aria-label=\"Close menu\" class=\"wp-block-navigation__responsive-container-close\" \n\t\t\t\tdata-wp-on--click=\"actions.closeMenuOnClick\"\n\t\t\t><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\" width=\"24\" height=\"24\" aria-hidden=\"true\" focusable=\"false\"><path d=\"m13.06 12 6.47-6.47-1.06-1.06L12 10.94 5.53 4.47 4.47 5.53 10.94 12l-6.47 6.47 1.06 1.06L12 13.06l6.47 6.47 1.06-1.06L13.06 12Z\"><\/path><\/svg><\/button>\n\t\t\t\t\t\t\t<div class=\"wp-block-navigation__responsive-container-content\" \n\t\t\t\tdata-wp-watch=\"callbacks.focusFirstElement\"\n\t\t\t id=\"modal-1-content\">\n\t\t\t\t\t\t\t\t<ul class=\"wp-block-navigation__container has-background has-theme-palette8-background-color has-small-font-size is-responsive items-justified-left alignwide wp-block-navigation has-small-font-size\"><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/tag\/ai\/\"><span class=\"wp-block-navigation-item__label\">AI \/ Gen AI<\/span><\/a><\/li><li data-wp-context=\"{ &quot;submenuOpenedBy&quot;: { &quot;click&quot;: false, &quot;hover&quot;: false, &quot;focus&quot;: false }, &quot;type&quot;: &quot;submenu&quot;, &quot;modal&quot;: null, &quot;previousFocus&quot;: null }\" data-wp-interactive=\"core\/navigation\" data-wp-on--focusout=\"actions.handleMenuFocusout\" data-wp-on--keydown=\"actions.handleMenuKeydown\" data-wp-on--mouseenter=\"actions.openMenuOnHover\" data-wp-on--mouseleave=\"actions.closeMenuOnHover\" data-wp-watch=\"callbacks.initMenu\" tabindex=\"-1\" class=\"wp-block-navigation-item has-small-font-size has-child open-on-hover-click wp-block-navigation-submenu\"><a class=\"wp-block-navigation-item__content\" href=\"https:\/\/jorgep.com\/blog\/tag\/Microsoft\"><span class=\"wp-block-navigation-item__label\">Microsoft Technologies<\/span><\/a><button data-wp-bind--aria-expanded=\"state.isMenuOpen\" data-wp-on--click=\"actions.toggleMenuOnClick\" aria-label=\"Microsoft Technologies submenu\" class=\"wp-block-navigation__submenu-icon wp-block-navigation-submenu__toggle\" ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" viewBox=\"0 0 12 12\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M1.50002 4L6.00002 8L10.5 4\" stroke-width=\"1.5\"><\/path><\/svg><\/button><ul data-wp-on--focus=\"actions.openMenuOnFocus\" class=\"wp-block-navigation__submenu-container has-background has-theme-palette-7-background-color wp-block-navigation-submenu\"><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/tag\/Microsoft-365\"><span class=\"wp-block-navigation-item__label\">Microsoft 365<\/span><\/a><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/tag\/copilot\/\"><span class=\"wp-block-navigation-item__label\">Microsoft Copilot<\/span><\/a><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/tag\/intune\/\"><span class=\"wp-block-navigation-item__label\">Microsoft Intune<\/span><\/a><\/li><\/ul><\/li><li data-wp-context=\"{ &quot;submenuOpenedBy&quot;: { &quot;click&quot;: false, &quot;hover&quot;: false, &quot;focus&quot;: false }, &quot;type&quot;: &quot;submenu&quot;, &quot;modal&quot;: null, &quot;previousFocus&quot;: null }\" data-wp-interactive=\"core\/navigation\" data-wp-on--focusout=\"actions.handleMenuFocusout\" data-wp-on--keydown=\"actions.handleMenuKeydown\" data-wp-on--mouseenter=\"actions.openMenuOnHover\" data-wp-on--mouseleave=\"actions.closeMenuOnHover\" data-wp-watch=\"callbacks.initMenu\" tabindex=\"-1\" class=\"wp-block-navigation-item has-small-font-size has-child open-on-hover-click wp-block-navigation-submenu\"><a class=\"wp-block-navigation-item__content\" href=\"https:\/\/jorgep.com\/blog\/tag\/Windows\/\"><span class=\"wp-block-navigation-item__label\">Windows OS<\/span><\/a><button data-wp-bind--aria-expanded=\"state.isMenuOpen\" data-wp-on--click=\"actions.toggleMenuOnClick\" aria-label=\"Windows OS submenu\" class=\"wp-block-navigation__submenu-icon wp-block-navigation-submenu__toggle\" ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" viewBox=\"0 0 12 12\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M1.50002 4L6.00002 8L10.5 4\" stroke-width=\"1.5\"><\/path><\/svg><\/button><ul data-wp-on--focus=\"actions.openMenuOnFocus\" class=\"wp-block-navigation__submenu-container has-background has-theme-palette-7-background-color wp-block-navigation-submenu\"><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/tag\/windows-11\"><span class=\"wp-block-navigation-item__label\">Windows 11<\/span><\/a><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/tag\/windows-10-eol\/\"><span class=\"wp-block-navigation-item__label\">Windows 10 EOL<\/span><\/a><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/tag\/Windows-10\"><span class=\"wp-block-navigation-item__label\">Windows 10<\/span><\/a><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/tag\/Windows-7\"><span class=\"wp-block-navigation-item__label\">Windows 7 and before<\/span><\/a><\/li><\/ul><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/tag\/cybersecurity\/\"><span class=\"wp-block-navigation-item__label\">Cybersecurity<\/span><\/a><\/li><li data-wp-context=\"{ &quot;submenuOpenedBy&quot;: { &quot;click&quot;: false, &quot;hover&quot;: false, &quot;focus&quot;: false }, &quot;type&quot;: &quot;submenu&quot;, &quot;modal&quot;: null, &quot;previousFocus&quot;: null }\" data-wp-interactive=\"core\/navigation\" data-wp-on--focusout=\"actions.handleMenuFocusout\" data-wp-on--keydown=\"actions.handleMenuKeydown\" data-wp-on--mouseenter=\"actions.openMenuOnHover\" data-wp-on--mouseleave=\"actions.closeMenuOnHover\" data-wp-watch=\"callbacks.initMenu\" tabindex=\"-1\" class=\"wp-block-navigation-item has-small-font-size has-child open-on-hover-click wp-block-navigation-submenu\"><a class=\"wp-block-navigation-item__content\" href=\"https:\/\/jorgep.com\/blog\/tag\/UEM\"><span class=\"wp-block-navigation-item__label\">Unified Endpoint Management<\/span><\/a><button data-wp-bind--aria-expanded=\"state.isMenuOpen\" data-wp-on--click=\"actions.toggleMenuOnClick\" aria-label=\"Unified Endpoint Management submenu\" class=\"wp-block-navigation__submenu-icon wp-block-navigation-submenu__toggle\" ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" viewBox=\"0 0 12 12\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M1.50002 4L6.00002 8L10.5 4\" stroke-width=\"1.5\"><\/path><\/svg><\/button><ul data-wp-on--focus=\"actions.openMenuOnFocus\" class=\"wp-block-navigation__submenu-container has-background has-theme-palette-7-background-color wp-block-navigation-submenu\"><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/tag\/modern-provisioning\/\"><span class=\"wp-block-navigation-item__label\">Modern Provisioning<\/span><\/a><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/tag\/intune\/\"><span class=\"wp-block-navigation-item__label\">Microsoft Intune<\/span><\/a><\/li><\/ul><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/tag\/UEM\"><span class=\"wp-block-navigation-item__label\">Workforce Transformation<\/span><\/a><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\"><span class=\"wp-block-navigation-item__label\">Tech Talk<\/span><\/a><\/li><\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/nav><\/div><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<h3 class=\"wp-block-heading\">Recent Modern EUC Related Posts:<\/h3>\n\n\n<style>.wp-block-kadence-query519365_6bf18d-12 .infinite-scroll-trigger{background-image:url(\"https:\/\/jorgep.com\/blog\/wp-content\/plugins\/kadence-blocks-pro\/includes\/assets\/images\/ajax-loader.gif\");;}<\/style><div class=\"wp-block-kadence-query wp-block-kadence-query519365_6bf18d-12 kadence-query-init kb-query-basic-style animation-infinite kb-query wp-block-kadence-query\" data-id=\"519367\" data-infinite-scroll=\"1\">\n<style>body .wp-block-kadence-query .wp-block-kadence-query-filter-buttons519365_0b6f54-78 .buttons-options{margin-bottom:var(--global-kb-spacing-md, 2rem);}.wp-block-kadence-query-filter-buttons519365_0b6f54-78 .kb-button{width:initial;}<\/style><div class=\"kadence-query-filter wp-block-kadence-query-filter-buttons519365_0b6f54-78 inline wp-block-kadence-query-filter-buttons\" data-uniqueid=\"519365_0b6f54-78\" data-hash=\"1950012468\"><fieldset class=\"kadence-filter-wrap\"><div class=\"buttons-options filter-refresh-container\"><div class=\"btn-inner-wrap\"><button class=\"kb-button kt-button button kb-query-filter-filter-button kt-btn-size-small kt-btn-width-type-auto kb-btn-global-pill kt-btn-has-text-false kt-btn-has-svg-false\" data-value=\"\" id=\"field519365_0b6f54-78_69d515c523a55\" type=\"submit\">All<\/button><\/div><div class=\"btn-inner-wrap\"><button class=\"kb-button kt-button button kb-query-filter-filter-button kt-btn-size-small kt-btn-width-type-auto kb-btn-global-pill kt-btn-has-text-false kt-btn-has-svg-false\" data-value=\"446\" id=\"field519365_0b6f54-78_69d515c523a69\" type=\"submit\">Tips, Tools &amp; Resources<\/button><\/div><div class=\"btn-inner-wrap\"><button class=\"kb-button kt-button button kb-query-filter-filter-button kt-btn-size-small kt-btn-width-type-auto kb-btn-global-pill kt-btn-has-text-false kt-btn-has-svg-false\" data-value=\"468\" id=\"field519365_0b6f54-78_69d515c523a8c\" type=\"submit\">Thoughts and Ramblings<\/button><\/div><div class=\"btn-inner-wrap\"><button class=\"kb-button kt-button button kb-query-filter-filter-button kt-btn-size-small kt-btn-width-type-auto kb-btn-global-pill kt-btn-has-text-false kt-btn-has-svg-false\" data-value=\"441\" id=\"field519365_0b6f54-78_69d515c523a94\" type=\"submit\">Tech Talk<\/button><\/div><div class=\"btn-inner-wrap\"><button class=\"kb-button kt-button button kb-query-filter-filter-button kt-btn-size-small kt-btn-width-type-auto kb-btn-global-pill kt-btn-has-text-false kt-btn-has-svg-false\" data-value=\"925\" id=\"field519365_0b6f54-78_69d515c523a9b\" type=\"submit\">Story Books<\/button><\/div><div class=\"btn-inner-wrap\"><button class=\"kb-button kt-button button kb-query-filter-filter-button kt-btn-size-small kt-btn-width-type-auto kb-btn-global-pill kt-btn-has-text-false kt-btn-has-svg-false\" data-value=\"442\" id=\"field519365_0b6f54-78_69d515c523aa2\" type=\"submit\">Reference<\/button><\/div><div class=\"btn-inner-wrap\"><button class=\"kb-button kt-button button kb-query-filter-filter-button kt-btn-size-small kt-btn-width-type-auto kb-btn-global-pill kt-btn-has-text-false kt-btn-has-svg-false\" data-value=\"995\" id=\"field519365_0b6f54-78_69d515c523aa9\" type=\"submit\">Recipes<\/button><\/div><div class=\"btn-inner-wrap\"><button class=\"kb-button kt-button button kb-query-filter-filter-button kt-btn-size-small kt-btn-width-type-auto kb-btn-global-pill kt-btn-has-text-false kt-btn-has-svg-false\" data-value=\"477\" id=\"field519365_0b6f54-78_69d515c523ab0\" type=\"submit\">Podcast<\/button><\/div><div class=\"btn-inner-wrap\"><button class=\"kb-button kt-button button kb-query-filter-filter-button kt-btn-size-small kt-btn-width-type-auto kb-btn-global-pill kt-btn-has-text-false kt-btn-has-svg-false\" data-value=\"681\" id=\"field519365_0b6f54-78_69d515c523ab7\" type=\"submit\">ModernEUC<\/button><\/div><div class=\"btn-inner-wrap\"><button class=\"kb-button kt-button button kb-query-filter-filter-button kt-btn-size-small kt-btn-width-type-auto kb-btn-global-pill kt-btn-has-text-false kt-btn-has-svg-false\" data-value=\"17\" id=\"field519365_0b6f54-78_69d515c523ac1\" type=\"submit\">Journey<\/button><\/div><div class=\"btn-inner-wrap\"><button class=\"kb-button kt-button button kb-query-filter-filter-button kt-btn-size-small kt-btn-width-type-auto kb-btn-global-pill kt-btn-has-text-false kt-btn-has-svg-false\" data-value=\"906\" id=\"field519365_0b6f54-78_69d515c523acf\" type=\"submit\">Changelog<\/button><\/div><\/div><\/fieldset><\/div>\n\n<style>.kb-pro-masonry-init .wp-block-kadence-query-card519365_aa876a-aa.wp-block-kadence-query-card .kb-query-grid-wrap{columns:3;}.kb-pro-masonry-init .wp-block-kadence-query-card519365_aa876a-aa.wp-block-kadence-query-card .kb-query-grid-wrap .kb-query-item{margin-bottom:var(--global-kb-gap-md, 2rem);}.wp-block-kadence-query-card519365_aa876a-aa.wp-block-kadence-query-card .kb-query-grid-wrap.kb-query-grid-wrap{grid-template-columns:repeat(3, 1fr);row-gap:var(--global-kb-gap-md, 2rem);column-gap:var(--global-kb-gap-md, 2rem);}.wp-block-kadence-query-card519365_aa876a-aa .kb-query-grid-wrap .kb-query-item.kb-query-block-post{box-shadow:0px 6px 20px 0px rgba(0, 0, 0, 0.05);background:normal;border-top-left-radius:4px;border-top-right-radius:4px;border-bottom-right-radius:4px;border-bottom-left-radius:4px;overflow:hidden;}.wp-block-kadence-query-card519365_aa876a-aa .kb-query-grid-wrap .kb-query-item.kb-query-block-post:hover{background:normal;}@media all and (max-width: 767px){.wp-block-kadence-query-card519365_aa876a-aa.wp-block-kadence-query-card .kb-query-grid-wrap.kb-query-grid-wrap{grid-template-columns:repeat(, 1fr);}}<\/style><div class=\"wp-block-kadence-query-card519365_aa876a-aa wp-block-kadence-query-card\" data-max-num-pages=\"2\"><div class=\"overlay\"><\/div><ul class=\"kb-query-grid-wrap\" data-item-selector=\"kb-query-item\"><li class=\"kb-query-item kb-query-block-post post-519988 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk tag-agent-zero tag-ai tag-ai-agents tag-ai-series tag-local-ai\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/openclaw-its-good-but-agentzero-is-my-choice\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/jorgepFeaturedImage-AgentZero-OpenClaw-768x384.png\" alt=\"\" width=\"768\" height=\"384\" class=\"kb-img wp-image-519990 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/jorgepFeaturedImage-AgentZero-OpenClaw-768x384.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/jorgepFeaturedImage-AgentZero-OpenClaw-300x150.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/jorgepFeaturedImage-AgentZero-OpenClaw-1024x512.png 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/jorgepFeaturedImage-AgentZero-OpenClaw.png 1440w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/openclaw-its-good-but-agentzero-is-my-choice\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">OpenClaw its Good but AgentZero is my choice<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-03-15<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">OpenClaw (formerly known as Clawdbot, Moltbot). It\u2019s remarkable how quickly a tool can become indispensable once you integrate it into your daily routine. I still remember my first week using it\u2014curiously has taken the productivity world by storm, and for good reason! With its impressive range of features, it has captured the attention of countless&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/openclaw-its-good-but-agentzero-is-my-choice\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-520099 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk category-tips-tools-resources tag-agent-zero tag-ai tag-ai-agents tag-ai-series tag-local-ai\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/streamlining-agent-zero-skill-errors-back-to-basics\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-768x384.png\" alt=\"\" width=\"768\" height=\"384\" class=\"kb-img wp-image-520098 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-768x384.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-300x150.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-1024x512.png 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated.png 1440w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tips-tools-resources\/\" class=\"kb-dynamic-list-item-link\">Tips, Tools &amp; Resources<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/streamlining-agent-zero-skill-errors-back-to-basics\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Streamlining Agent Zero: Skill Errors Back to Basics<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-03-11<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">When I first started experimenting with Agent Zero, I wanted to keep things totally &#8220;temporary&#8221; and isolated from my own data. My mindset was simple: I didn\u2019t want the Docker container saving any clutter to my computer. I wanted it to start fresh every time. For a few days, this worked well. Agent Zero was&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/streamlining-agent-zero-skill-errors-back-to-basics\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-519872 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk tag-ai tag-ai-agents tag-ai-series tag-local-ai\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/why-your-next-ai-assistant-needs-to-live-on-your-hardware\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/featureWhyYourNextAINeedstoBeLocal-1024x512-1-768x384.png\" alt=\"\" width=\"768\" height=\"384\" class=\"kb-img wp-image-519887 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/featureWhyYourNextAINeedstoBeLocal-1024x512-1-768x384.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/featureWhyYourNextAINeedstoBeLocal-1024x512-1-300x150.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/featureWhyYourNextAINeedstoBeLocal-1024x512-1.png 1024w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/why-your-next-ai-assistant-needs-to-live-on-your-hardware\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Why Your Next AI Assistant Needs to Live on Your Hardware<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-02-13<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">The buzz around Artificial Intelligence is everywhere, but the conversation is shifting. We are moving away from &#8220;chatbots in a browser&#8221; and toward Local AI Agents\u2014personalized assistants that live on your device and work for your individual productivity. As we enter 2026, the winner in this space isn&#8217;t just the company with the smartest code;&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/why-your-next-ai-assistant-needs-to-live-on-your-hardware\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-519854 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk tag-ai tag-ai-series tag-genai tag-local-ai tag-tokens tag-vibe-coding\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/the-cost-of-460-million-tokens-understanding-tokens-token-types\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedSubstack-theCostof460MTokens-1200x630-1-768x403.png\" alt=\"\" width=\"768\" height=\"403\" class=\"kb-img wp-image-519856 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedSubstack-theCostof460MTokens-1200x630-1-768x403.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedSubstack-theCostof460MTokens-1200x630-1-300x158.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedSubstack-theCostof460MTokens-1200x630-1-1024x538.png 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedSubstack-theCostof460MTokens-1200x630-1.png 1200w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/the-cost-of-460-million-tokens-understanding-tokens-token-types\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">The Cost of 460 Million Tokens &#8211; Understanding Tokens, Token Types<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-02-08<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">I written a few posts about tokens in the past, but as a follow up to my post: LLM Usage Stats on My Development Spree where I spent about $120 during a 45 day period to code using Kilo Code I got curious and dove a little bit more into what the cost of what&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/the-cost-of-460-million-tokens-understanding-tokens-token-types\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-519828 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk tag-ai tag-ai-agents tag-ai-series tag-genai tag-local-ai tag-vibe-coding\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/local-ai-agentic-experiments-and-blown-minds\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/JorgepBLOG-Featured-Image-LocalAI-AndAgents-1080-x-500-px--768x384.png\" alt=\"\" width=\"768\" height=\"384\" class=\"kb-img wp-image-519829 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/JorgepBLOG-Featured-Image-LocalAI-AndAgents-1080-x-500-px--768x384.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/JorgepBLOG-Featured-Image-LocalAI-AndAgents-1080-x-500-px--300x150.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/JorgepBLOG-Featured-Image-LocalAI-AndAgents-1080-x-500-px-.png 1024w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/local-ai-agentic-experiments-and-blown-minds\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Local AI, Agentic Experiments, and Blown Minds<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-02-03<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">This blog post discusses the author&#8217;s journey into the world of local AI and agentic experiments. Starting with &#8220;vibe coding&#8221; and coding agents last year, the author then discovered AgentZero, a local, self-contained AI agent in a Docker container, which allowed for cloud-independent experimentation. In January, the author moved on to ClawdBot (now OpenClaw), another&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/local-ai-agentic-experiments-and-blown-minds\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-519874 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk tag-ai tag-ai-agents tag-ai-series tag-local-ai\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/why-is-apples-unified-memory-so-popular-for-local-ai\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/feature-WhyAppleUnifiedMemory-1024x512-1-768x384.png\" alt=\"\" width=\"768\" height=\"384\" class=\"kb-img wp-image-519889 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/feature-WhyAppleUnifiedMemory-1024x512-1-768x384.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/feature-WhyAppleUnifiedMemory-1024x512-1-300x150.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/feature-WhyAppleUnifiedMemory-1024x512-1.png 1024w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/why-is-apples-unified-memory-so-popular-for-local-ai\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Why is Apple&#8217;s Unified Memory So Popular for Local AI<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-02-01<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">Apple&#8217;s Unified Memory has been a game-changer for Local AI and Everyone Else is Catching Up.. The buzz around Artificial Intelligence is everywhere, and one of the most exciting frontiers is &#8220;Local AI&#8221; \u2013 running powerful AI models directly on your device, without sending your data to the cloud. If you&#8217;ve been following the developments,&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/why-is-apples-unified-memory-so-popular-for-local-ai\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-520089 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk category-tips-tools-resources tag-agent-zero tag-ai tag-ai-agents tag-ai-series tag-local-ai\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/how-to-enable-email-sending-in-agent-zero-gmail-setup-guide\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-768x384.png\" alt=\"\" width=\"768\" height=\"384\" class=\"kb-img wp-image-520098 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-768x384.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-300x150.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-1024x512.png 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated.png 1440w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tips-tools-resources\/\" class=\"kb-dynamic-list-item-link\">Tips, Tools &amp; Resources<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/how-to-enable-email-sending-in-agent-zero-gmail-setup-guide\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">How to Enable Email Sending in Agent Zero (Gmail Setup Guide)<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-01-31<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">Let your AI assistant send emails on your behalf \u2014 in minutes. Agent Zero is a powerful AI framework that can automate tasks, run code, browse the web, and much more. But one capability many users overlook is email sending \u2014 and it&#8217;s surprisingly easy to set up. This guide walks you through enabling Gmail-based&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/how-to-enable-email-sending-in-agent-zero-gmail-setup-guide\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-520103 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk category-tips-tools-resources tag-agent-zero tag-ai tag-ai-agents tag-ai-series tag-local-ai\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/how-i-installed-agent-zero-after-my-2-week-test\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-768x384.png\" alt=\"\" width=\"768\" height=\"384\" class=\"kb-img wp-image-520098 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-768x384.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-300x150.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-1024x512.png 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated.png 1440w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tips-tools-resources\/\" class=\"kb-dynamic-list-item-link\">Tips, Tools &amp; Resources<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/how-i-installed-agent-zero-after-my-2-week-test\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">How I Installed Agent Zero After My 2-Week Test<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-01-18<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">When I first started experimenting with Agent Zero, my goal was to keep everything temporary and isolated. I did not want the container leaving clutter on my computer, and I wanted a setup that could start fresh every time. For the first few days, that worked perfectly. Agent Zero was still new to me, and&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/how-i-installed-agent-zero-after-my-2-week-test\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-520101 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk tag-agent-zero tag-ai tag-ai-agents tag-ai-series tag-local-ai\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/what-is-agent-zero\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-768x384.png\" alt=\"\" width=\"768\" height=\"384\" class=\"kb-img wp-image-520098 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-768x384.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-300x150.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated-1024x512.png 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-AgentZero-GenerigGemini_Generated.png 1440w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/what-is-agent-zero\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">What Is Agent Zero?<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-01-04<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">Agent Zero is an open-source AI agent framework that lets users run autonomous AI assistants in their own environment, often inside Docker for isolation and portability. It is designed for tasks like coding, web browsing, research, planning, and tool use, giving it a broader role than a simple chatbot. When It Became Available Agent Zero&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/what-is-agent-zero\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-519752 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk tag-ai tag-ai-series tag-artificial-intelligence tag-chatbots tag-genai tag-local-ai tag-rag tag-tokens\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/the-economics-of-intelligence-jan-2026\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-Theeconomicsofintelligencejan2026-1024x350-1-768x263.png\" alt=\"\" width=\"768\" height=\"263\" class=\"kb-img wp-image-519754 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-Theeconomicsofintelligencejan2026-1024x350-1-768x263.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-Theeconomicsofintelligencejan2026-1024x350-1-300x103.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-Theeconomicsofintelligencejan2026-1024x350-1.png 1024w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/the-economics-of-intelligence-jan-2026\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">The Economics of Intelligence (Jan 2026)<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-01-03<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">Choosing the right LLM isn\u2019t just about performance anymore\u2014it\u2019s about the economics of scale. As we enter 2026, the cost of intelligence is dropping, but the volume of tokens being &#8220;burned&#8221; is skyrocketing. If you are building an AI-powered application today, understanding the nuances of token consumption is the difference between a profitable product and&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/the-economics-of-intelligence-jan-2026\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-519707 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk tag-ai tag-ai-series tag-local-ai\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/dell-pro-max-gb10-a-deep-dive-into-nvidias-desktop-ai-powerhouse\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-DellProMaxGB10-768x384.png\" alt=\"\" width=\"768\" height=\"384\" class=\"kb-img wp-image-519712 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-DellProMaxGB10-768x384.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-DellProMaxGB10-300x150.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-DellProMaxGB10.png 1024w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/dell-pro-max-gb10-a-deep-dive-into-nvidias-desktop-ai-powerhouse\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Dell Pro Max GB10: A Deep Dive into NVIDIA&#8217;s Desktop AI Powerhouse<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2025-12-27<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">The world of AI development is evolving at breakneck speed, and with it, the hardware designed to fuel its progress. Enter the Dell Pro Max with GB10 Desktop, a fascinating piece of kit that&#8217;s carving out a unique niche in the market. This compact AI workstation aims to bring data-center-level performance directly to your desk&#8230;.<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/dell-pro-max-gb10-a-deep-dive-into-nvidias-desktop-ai-powerhouse\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-519598 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk tag-ai tag-ai-series tag-artificial-intelligence tag-chatbots tag-genai tag-local-ai tag-rag\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/understanding-rag-chatbot-operating-costs-a-practical-guide\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-UnderstandingRagChatbotOperatingCostsAPracticalGuide-Mod01-768x384.png\" alt=\"\" width=\"768\" height=\"384\" class=\"kb-img wp-image-519646 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-UnderstandingRagChatbotOperatingCostsAPracticalGuide-Mod01-768x384.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-UnderstandingRagChatbotOperatingCostsAPracticalGuide-Mod01-300x150.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatureImage-UnderstandingRagChatbotOperatingCostsAPracticalGuide-Mod01.png 1024w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/understanding-rag-chatbot-operating-costs-a-practical-guide\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Understanding RAG ChatBot Operating Costs: A Practical Guide<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2025-12-17<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">Back in 2024 I wrote a blog post: How Much Does It Cost to Operate AI ChatBots? Today I am updating it with a bit more knowledge and information and pointing you to the calcultor I have created and use to explain this concept. Introduction Building a Retrieval-Augmented Generation (RAG) chatbot is an exciting venture,&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/understanding-rag-chatbot-operating-costs-a-practical-guide\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-519629 post type-post status-publish format-standard has-post-thumbnail hentry category-moderneuc2 category-tech-talk tag-ai tag-ai-series tag-containers tag-docker tag-local-ai tag-moderneuc1 tag-self-hosting tag-zero-vps-strategy\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/building-the-ultimate-private-ai-lab\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-BUildingMyPrivateAILab-1024x512-mod01-768x384.png\" alt=\"\" width=\"768\" height=\"384\" class=\"kb-img wp-image-519682 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-BUildingMyPrivateAILab-1024x512-mod01-768x384.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-BUildingMyPrivateAILab-1024x512-mod01-300x150.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-BUildingMyPrivateAILab-1024x512-mod01.png 1024w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/moderneuc2\/\" class=\"kb-dynamic-list-item-link\">ModernEUC<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/building-the-ultimate-private-ai-lab\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Building the Ultimate Private AI Lab<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2025-11-29<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">As a follow up to my How to Host Multiple Public Websites on Your Windows PC a few months bac, I am writing this one If you want to move away from expensive AI subscriptions and bring your data back home, building a local AI home lab is the answer. Today, I\u2019m documenting how I&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/building-the-ultimate-private-ai-lab\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-519508 post type-post status-publish format-standard has-post-thumbnail hentry category-tech-talk tag-ai tag-ai-series tag-genai tag-local-ai\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/local-ai-pcs-resource-videos\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-LocalA-Picking-a-PC-768x288.jpg\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-519345 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-LocalA-Picking-a-PC-768x288.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-LocalA-Picking-a-PC-300x113.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-LocalA-Picking-a-PC.jpg 800w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col,.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/local-ai-pcs-resource-videos\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Local AI PCs &#8211; Resource Videos<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col,.kadence-column368290_920826-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2025-09-27<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">Companion post to my blog Guide to Local AI: Picking a PC in September 2025 A few Videos I have found interesting in my research AMD Ryzeon AI PRO MAX Best AI Mini PC Deep Dives into Nvidia&#8217;s DGX Spark GB10 Video 2 Building AI Rigs for Rent (salad.com) Building an AI MAchine!(with MicroCenter&#8217;s help)&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 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#2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-true  wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/local-ai-pcs-resource-videos\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" 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has-alpha-channel-opacity\"\/>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p>&#8230;<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\"><\/div>\n<\/div>\n\n\n\n<p><\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI is no longer exclusive to data centers and cloud services. With the right software and a decent PC, you can run powerful AI models right from your desktop. This means you can create content, analyze data, and experiment with cutting-edge technology without an internet connection, subscription fees, or privacy concerns. The future of AI&#8230;<\/p>\n","protected":false},"author":2,"featured_media":519366,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","episode_type":"","audio_file":"","podmotor_file_id":"","podmotor_episode_id":"","cover_image":"","cover_image_id":"","duration":"","filesize":"","filesize_raw":"","date_recorded":"","explicit":"","block":"","itunes_episode_number":"","itunes_title":"","itunes_season_number":"","itunes_episode_type":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"class_list":["post-519365","page","type-page","status-publish","has-post-thumbnail","hentry"],"taxonomy_info":[],"featured_image_src_large":["https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Header-LocalAI-1200x630-1-1024x538.jpg",1024,538,true],"author_info":{"display_name":"Jorge Pereira","author_link":"https:\/\/jorgep.com\/blog\/author\/jorge\/"},"comment_info":0,"_links":{"self":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/pages\/519365","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/comments?post=519365"}],"version-history":[{"count":6,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/pages\/519365\/revisions"}],"predecessor-version":[{"id":519398,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/pages\/519365\/revisions\/519398"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/media\/519366"}],"wp:attachment":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/media?parent=519365"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}