{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"AI ile Hata Ay\u0131klama: Stack Overflow'dan ChatGPT'ye Ge\u00e7i\u015f","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"MeBJoV3d9V\"><a href=\"https:\/\/fatihsoysal.com\/blog\/ai-ile-hata-ayiklama-stack-overflowdan-chatgptye-gecis\/\">AI ile Hata Ay\u0131klama: Stack Overflow&#8217;dan ChatGPT&#8217;ye Ge\u00e7i\u015f<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/ai-ile-hata-ayiklama-stack-overflowdan-chatgptye-gecis\/embed\/#?secret=MeBJoV3d9V\" width=\"600\" height=\"338\" title=\"&#8220;AI ile Hata Ay\u0131klama: Stack Overflow&#8217;dan ChatGPT&#8217;ye Ge\u00e7i\u015f&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"MeBJoV3d9V\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n<\/script>\n","description":"Geli\u015ftirme s\u00fcrecinin en zorlu ve zaman alan a\u015famalar\u0131ndan biri olan hata ay\u0131klama (debugging), art\u0131k yapay zeka (AI) ile yepyeni bir boyuta ta\u015f\u0131n\u0131yor. Stack Overflow'un y\u0131llard\u0131r yaz\u0131l\u0131mc\u0131lar\u0131n s\u0131\u011f\u0131na\u011f\u0131 olmas\u0131 ger\u00e7e\u011fi g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda, ChatGPT gibi b\u00fcy\u00fck dil modelleri (LLM) hata ay\u0131klama s\u00fcrecini nas\u0131l d\u00f6n\u00fc\u015ft\u00fcrd\u00fc\u011f\u00fcn\u00fc ve gelecekte nas\u0131l daha da ilerleyece\u011fini inceleyece\u011fiz. Bu makale, hata ay\u0131klamada AI'n\u0131n sundu\u011fu avantajlar\u0131, pratik uygulamalar\u0131 ve ileri tekniklerini ele alarak, her seviyedeki yaz\u0131l\u0131mc\u0131n\u0131n anlayabilece\u011fi bir yol haritas\u0131 sunmaktad\u0131r."}