{"id":4289,"date":"2026-06-09T08:58:33","date_gmt":"2026-06-09T05:58:33","guid":{"rendered":"https:\/\/genaisa.eu\/?p=4289"},"modified":"2026-06-10T09:19:53","modified_gmt":"2026-06-10T06:19:53","slug":"kehotteista-tekoalyagenttien-tyopajan-yhteenvetoon","status":"publish","type":"post","link":"https:\/\/genaisa.eu\/fi\/from-prompts-to-ai-agents-workshop-recap\/","title":{"rendered":"Kehotteista teko\u00e4lyagentteiksi \u2013 ty\u00f6pajan yhteenveto"},"content":{"rendered":"<!-- ========================= -->\n\n<!-- GENAISA WORKSHOP ARTICLE -->\n\n<!-- WORDPRESS SAFE VERSION   -->\n\n<!-- Paste into Custom HTML   -->\n\n<!-- ========================= -->\n\n<style>\n.genaisa-article {\n  --navy:#1a2e4a;\n  --teal:#00a8b8;\n  --teal-dark:#007a87;\n  --purple:#6b3fa0;\n  --white:#ffffff;\n  --off:#f8fafb;\n  --gray:#5f7185;\n  --light:#e8edf2;\n  --grad:linear-gradient(135deg,#6b3fa0 0%,#3a6cc8 50%,#00a8b8 100%);\n  font-family:'Poppins',Arial,sans-serif;\n  color:var(--navy);\n  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(max-width:768px){\n\n.genaisa-article .hero{\n  padding:40px 24px;\n}\n\n.genaisa-article h1{\n  font-size:34px;\n}\n\n.genaisa-article h2{\n  font-size:28px;\n}\n\n.genaisa-article .cta{\n  padding:40px 24px;\n}\n\n}\n<\/style>\n\n<link rel=\"preconnect\" href=\"https:\/\/fonts.googleapis.com\">\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Poppins:wght@300;400;500;600;700;800&amp;display=swap\" rel=\"stylesheet\">\n\n<div class=\"genaisa-article\">\n\n<section class=\"hero\">\n\n<div class=\"eyebrow\">\nTy\u00f6pajan yhteenveto \u2022 4. kes\u00e4kuuta 2026\n<\/div>\n\n<h1>\nKehotteista<br>ett\u00e4 <span>Teko\u00e4lyagentit<\/span>\n<\/h1>\n\n<p>\nTy\u00f6pajan j\u00e4rjestiv\u00e4t yhdess\u00e4 GenAISA ja \n<a href=\"https:\/\/businessmap.io\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"position:relative;z-index:10;color:#FFFFFF;text-decoration:underline;\">\nLiiketoimintakartta<\/a>. Yli 100 ammattilaista seurasi seuraamme liven\u00e4 katsomassa, kuinka yhdest\u00e4 lauseesta tulee t\u00e4ysin toteutettava projektisuunnitelma, jonka teko\u00e4lyagentiksi muuttuva kehote rakentaa reaaliajassa.\n<\/p>\n\n<div class=\"stats\">\n\n<div class=\"stat\">\n<span class=\"stat-number\"; style=\"text-align: center;\">100+<\/span>\n<span class=\"stat-label\">Osallistujat osallistuivat<\/span>\n<\/div>\n\n<div class=\"stat\">\n<span class=\"stat-number\"; style=\"text-align: center;\">31<\/span>\n<span class=\"stat-label\">Kurssi-ilmoittautumiset t\u00e4h\u00e4n menness\u00e4<\/span>\n<\/div>\n\n<div class=\"stat\">\n<span class=\"stat-number\"; style=\"text-align: center;\">90<\/span>\n<span class=\"stat-label\">Live-demon minuutteja<\/span>\n<\/div>\n\n<\/div>\n<\/section>\n\n<section>\n\n<div class=\"section-label\">\nKatso tallenne\n<\/div>\n\n<h2>\nJ\u00e4ik\u00f6 se v\u00e4liin? Katso se t\u00e4\u00e4lt\u00e4.\n<\/h2>\n\n<p>\nKoko ty\u00f6pajan tallenne on saatavilla alta. N\u00e4et live-demon, Prompt Spine -kehyksen ja hetken, jolloin kehote lopettaa tekstin luomisen ja alkaa toimia teko\u00e4lyagenttina oikeassa projektinhallintaty\u00f6kalussa.\n<\/p>\n\n<div class=\"video-wrap\">\n<iframe src=\"https:\/\/www.youtube.com\/embed\/GOdHno8aN0Q\" allowfullscreen=\"\"><\/iframe>\n<\/div>\n\n<\/section>\n\n<section>\n\n<div class=\"section-label\">\nMit\u00e4 osallistujat oppivat\n<\/div>\n\n<h2>\nMit\u00e4 ty\u00f6paja k\u00e4sitteli\n<\/h2>\n\n<div class=\"highlight-box\">\n\n<p style=\"font-size:13px;font-weight:700;color:#00a8b8;text-transform:uppercase;letter-spacing:.08em;margin-bottom:10px;\">\nGenAISA-projektin esittely\n<\/p>\n\n<p>\nTy\u00f6pajaan sis\u00e4ltyi esittely mm. <strong>GenAISA Erasmus+ -projekti<\/strong> joka kattaa sen tavoitteet, kumppanikonsortion, kohderyhm\u00e4t ja hy\u00f6dyt sek\u00e4 odotetut tuotokset, mukaan lukien ilmaisen MOOC-alustan ja hein\u00e4kuussa 2026 k\u00e4ynnistyv\u00e4n Prompt Engineering -kurssin.\n<\/p>\n\n<\/div>\n\n<div class=\"topics\">\n\n<div class=\"topic\">\n<div class=\"topic-num\">1<\/div>\n<h3>Nopea selk\u00e4ranka<\/h3>\n<p>Viisiosainen viitekehys \u2013 rooli, teht\u00e4v\u00e4, konteksti, s\u00e4\u00e4nn\u00f6t, tulostusmuoto \u2013 joka muuttaa ep\u00e4m\u00e4\u00e4r\u00e4isen pyynn\u00f6n kehotteeksi, joka tuottaa jotain, jota voit todella k\u00e4ytt\u00e4\u00e4.<\/p>\n<\/div>\n\n<div class=\"topic\">\n<div class=\"topic-num\">2<\/div>\n<h3>Live-demo: yksi lause t\u00e4ydelliseen suunnitelmaan<\/h3>\n<p>Yksi ainoa lause oli kirjoitettu Claudeen. Viisitoista minuuttia my\u00f6hemmin: j\u00e4sennelty projektisuunnitelma vaiheineen, teht\u00e4vineen, m\u00e4\u00e4r\u00e4aikoineen ja riippuvuuksineen, suoraan Businessmapiin rakennettuna.<\/p>\n<\/div>\n\n<div class=\"topic\">\n<div class=\"topic-num\">3<\/div>\n<h3>Miten kehotteesta tulee teko\u00e4lyagentti<\/h3>\n<p>Osallistujat n\u00e4kiv\u00e4t tarkalleen hetken, jolloin teko\u00e4ly lopettaa tekstin tuottamisen ja alkaa suorittaa toimintoja ulkoisessa ty\u00f6kalussa.<\/p>\n<\/div>\n\n<div class=\"topic\">\n<div class=\"topic-num\">4<\/div>\n<h3>Juurikehotteen selitys<\/h3>\n<p>Koko p\u00e4\u00e4kehotteen elementti elementilt\u00e4 jaoteltuna havainnollistettiin, miten selkokieli ohjasi koko ty\u00f6nkulkua.<\/p>\n<\/div>\n\n<div class=\"topic\">\n<div class=\"topic-num\">5<\/div>\n<h3>Konteksti kahteen suuntaan<\/h3>\n<p>Kehotetta rikastettiin organisaation ty\u00f6nkululla ja projektik\u00e4yt\u00e4nn\u00f6ill\u00e4, jotta tuotos olisi linjassa todellisten toimintaprosessien kanssa.<\/p>\n<\/div>\n\n<div class=\"topic\">\n<div class=\"topic-num\">6<\/div>\n<h3>MCP: Teko\u00e4ly yhdistettyn\u00e4 ty\u00f6kaluihisi<\/h3>\n<p>Osallistujat n\u00e4kiv\u00e4t, kuinka Claude ja Businessmap kommunikoivat Model Context Protocol -protokollan avulla t\u00e4ytt\u00e4\u00e4kseen oikeita projektitauluja.<\/p>\n<\/div>\n\n<\/div>\n\n<\/section>\n\n<section>\n\n<div class=\"section-label\">\nOsallistujien palaute\n<\/div>\n\n<h2>\nPalaute oli erinomaista.\n<\/h2>\n\n<p>\nOsallistujat t\u00e4yttiv\u00e4t nimett\u00f6m\u00e4n palautelomakkeen ty\u00f6pajan j\u00e4lkeen. Vastaukset olivat johdonmukaisesti my\u00f6nteisi\u00e4, erityisesti k\u00e4yt\u00e4nn\u00f6n demonstraatioiden ja tosiel\u00e4m\u00e4n sovellusten osalta.\n<\/p>\n\n<div class=\"feedback-grid\">\n\n<div class=\"feedback\">\n<p>\u201cK\u00e4yt\u00e4nn\u00f6n demonstraatio oli mielest\u00e4ni arvokkain. Opin siit\u00e4 eniten.\u201d<\/p>\n<div class=\"feedback-author\">Anonyymi osallistuja<\/div>\n<\/div>\n\n<div class=\"feedback\">\n<p>\u201c&quot;Loistava aihe, eritt\u00e4in vaikuttava ja hy\u00f6dyllinen. Kiitos jakamisesta kaikkien kanssa.&quot;\u201d<\/p>\n<div class=\"feedback-author\">Anonyymi osallistuja<\/div>\n<\/div>\n\n<div class=\"feedback\">\n<p>\u201cK\u00e4yt\u00e4nn\u00f6nl\u00e4heist\u00e4, teknist\u00e4 ja k\u00e4yt\u00e4nn\u00f6nl\u00e4heist\u00e4 \u2013 juuri sit\u00e4, mit\u00e4 t\u00e4llaiselta ty\u00f6pajalta toivoisit.\u201d<\/p>\n<div class=\"feedback-author\">Teodora Bo\u017eeva<\/div>\n<\/div>\n\n<div class=\"feedback\">\n<p>\u201cSe r\u00e4j\u00e4ytti tajuntani. Yhdistin Clauden Businessmapin MCP:hen heti seuraavana p\u00e4iv\u00e4n\u00e4.\u201d<\/p>\n<div class=\"feedback-author\">Aitor Eguren Zuloaga<\/div>\n<\/div>\n\n<\/div>\n\n<\/section>\n\n<section class=\"cta\">\n\n<div class=\"section-label\" style=\"color:#b2ebf2;\">\nNopea tekniikan kurssi\n<\/div>\n\n<h2>\nIlmoittaudu Prompt Engineering -kurssille\n<\/h2>\n\n<p>\nIlmainen, EQF-tason 4 mukainen, suunniteltu ty\u00f6ss\u00e4k\u00e4yville ammattilaisille. 31 osallistujaa ilmoittautui heti ty\u00f6pajan j\u00e4lkeen.\n<\/p>\n\n<div class=\"cta-box\">\n\n<div class=\"cta-row\">\n<div class=\"cta-label\">Kurssi<\/div>\n<div class=\"cta-value\">Generatiivisen teko\u00e4lyn nopea suunnittelu<\/div>\n<\/div>\n\n<div class=\"cta-row\">\n<div class=\"cta-label\">Maksaa<\/div>\n<div class=\"cta-value\">Ilmainen<\/div>\n<\/div>\n\n<div class=\"cta-row\">\n<div class=\"cta-label\">Taso<\/div>\n<div class=\"cta-value\">EQF-taso 4<\/div>\n<\/div>\n\n<div class=\"cta-row\">\n<div class=\"cta-label\">K\u00e4ytt\u00f6avain<\/div>\n<div class=\"cta-value\">Ennakkok\u00e4ytt\u00f6oikeusPE06-26<\/div>\n<\/div>\n\n<\/div>\n\n<a class=\"cta-button\" href=\"https:\/\/academy.genaisa.eu\/course\/view.php?id=11\" target=\"_blank\">\nRekister\u00f6idy nyt \u2014 se on ilmaista\n<\/a>\n\n<div style=\"    max-width: 900px;    margin: 20px auto 0 auto;    padding: 10px 20px;    border-radius: 18px;    background: rgba(255,255,255,0.08);    border: 1px solid rgba(255,255,255,0.15);    backdrop-filter: blur(10px);    text-align: center;\">\n\n    <h3 style=\"        color: #7FFFD4;        font-size: 22px;        font-weight: 700;        margin-bottom: 15px;    \">\n        Businessmap-kokeilu:\n    <\/h3>\n\n    <a href=\"https:\/\/businessmap.io\/sign-up?referral_code=GenAISA\" target=\"_blank\" style=\"            display: inline-block;            background: #ffffff;            color: #008C99;            padding: 12px 25px;            border-radius: 18px;            text-decoration: none;            font-size: 14px;            font-weight: 700;            box-shadow: 0 8px 20px rgba(0,0,0,0.15);            transition: all 0.3s ease;       \" onmouseover=\"this.style.transform=&#039;translateY(-2px)&#039;\" onmouseout=\"this.style.transform=&#039;translateY(0)&#039;\" rel=\"noopener\">\n        \ud83d\udd17 Avoin Businessmap-kokeilujakso\n    <\/a>\n\n    <p style=\"        color: #ffffff;        font-size: 22px;        line-height: 1.6;        margin-top: 18px;        opacity: 0.95;    \">\n        Kokeilulinkin kautta voit tutustua Businessmapiin k\u00e4yt\u00e4nn\u00f6ss\u00e4.\n    <\/p>\n\n<\/div>\n\n<\/section>\n\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Ty\u00f6pajan yhteenveto \u2022 4. kes\u00e4kuuta 2026 Teko\u00e4lyagenttien ty\u00f6pajasta GenAISA ja Businessmap j\u00e4rjestiv\u00e4t yhteisty\u00f6ss\u00e4. Yli 100 ammattilaista seurasi seuraamme liven\u00e4, kuinka yhdest\u00e4 lauseesta tuli t\u00e4ysin toteutettava projektisuunnitelma, jonka teko\u00e4lyagentiksi muuttuva kehote rakensi reaaliajassa. Yli 100 osallistujaa osallistui 31 kurssille ilmoittautumiseen, joten\u2026<\/p>","protected":false},"author":2,"featured_media":4301,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_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":""},"categories":[14],"tags":[],"class_list":["post-4289","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-workshops-pilots"],"acf":[],"taxonomy_info":{"category":[{"value":14,"label":"Workshops &amp; Pilots"}]},"featured_image_src_large":["https:\/\/genaisa.eu\/wp-content\/uploads\/2026\/06\/ChatGPT-Image-Jun-9-2026-01_35_23-PM-1024x683.png",1024,683,true],"author_info":{"display_name":"Nikolay Tsolev (RCCI)","author_link":"https:\/\/genaisa.eu\/fi\/author\/ntsolev\/"},"comment_info":3,"category_info":[{"term_id":14,"name":"Workshops &amp; Pilots","slug":"workshops-pilots","term_group":0,"term_taxonomy_id":14,"taxonomy":"category","description":"Information and highlights from past and upcoming workshops, pilot sessions, and other project-related activities.","parent":0,"count":4,"filter":"raw","cat_ID":14,"category_count":4,"category_description":"Information and highlights from past and upcoming workshops, pilot sessions, and other project-related activities.","cat_name":"Workshops &amp; Pilots","category_nicename":"workshops-pilots","category_parent":0}],"tag_info":false,"_links":{"self":[{"href":"https:\/\/genaisa.eu\/fi\/wp-json\/wp\/v2\/posts\/4289","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/genaisa.eu\/fi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/genaisa.eu\/fi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/genaisa.eu\/fi\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/genaisa.eu\/fi\/wp-json\/wp\/v2\/comments?post=4289"}],"version-history":[{"count":0,"href":"https:\/\/genaisa.eu\/fi\/wp-json\/wp\/v2\/posts\/4289\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/genaisa.eu\/fi\/wp-json\/wp\/v2\/media\/4301"}],"wp:attachment":[{"href":"https:\/\/genaisa.eu\/fi\/wp-json\/wp\/v2\/media?parent=4289"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/genaisa.eu\/fi\/wp-json\/wp\/v2\/categories?post=4289"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/genaisa.eu\/fi\/wp-json\/wp\/v2\/tags?post=4289"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}