{"id":571,"date":"2026-01-07T16:12:19","date_gmt":"2026-01-07T16:12:19","guid":{"rendered":"https:\/\/blog.adlington.fr\/?p=571"},"modified":"2026-01-07T16:12:19","modified_gmt":"2026-01-07T16:12:19","slug":"ralph-wiggum-loops","status":"publish","type":"post","link":"https:\/\/blog.adlington.fr\/index.php\/2026\/01\/07\/ralph-wiggum-loops\/","title":{"rendered":"Ralph Wiggum Loops"},"content":{"rendered":"\n<p>This inverts the usual AI coding workflow. Instead of carefully reviewing each step, you define success criteria upfront and let the agent iterate toward them. Failures become data. Each iteration refines the approach based on what broke.<br><\/p>\n\n\n\n<p>The skill shifts from \u201cdirecting Claude step by step\u201d to \u201cwriting prompts that converge toward correct solutions.\u201d<\/p>\n\n\n\n<p><a href=\"https:\/\/paddo.dev\/blog\/ralph-wiggum-autonomous-loops\">https:\/\/paddo.dev\/blog\/ralph-wiggum-autonomous-loops<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This inverts the usual AI coding workflow. Instead of carefully reviewing each step, you define success criteria upfront and let the agent iterate toward them. Failures become data. Each iteration refines the approach based on what broke. The skill shifts from \u201cdirecting Claude step by step\u201d to \u201cwriting prompts that converge toward correct solutions.\u201d https:\/\/paddo.dev\/blog\/ralph-wiggum-autonomous-loops<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[5,24],"class_list":["post-571","post","type-post","status-publish","format-standard","hentry","category-blog","tag-ai","tag-computing"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/blog.adlington.fr\/index.php\/wp-json\/wp\/v2\/posts\/571","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.adlington.fr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.adlington.fr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.adlington.fr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.adlington.fr\/index.php\/wp-json\/wp\/v2\/comments?post=571"}],"version-history":[{"count":1,"href":"https:\/\/blog.adlington.fr\/index.php\/wp-json\/wp\/v2\/posts\/571\/revisions"}],"predecessor-version":[{"id":572,"href":"https:\/\/blog.adlington.fr\/index.php\/wp-json\/wp\/v2\/posts\/571\/revisions\/572"}],"wp:attachment":[{"href":"https:\/\/blog.adlington.fr\/index.php\/wp-json\/wp\/v2\/media?parent=571"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.adlington.fr\/index.php\/wp-json\/wp\/v2\/categories?post=571"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.adlington.fr\/index.php\/wp-json\/wp\/v2\/tags?post=571"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}