{"id":15931,"date":"2023-12-12T02:00:32","date_gmt":"2023-12-12T10:00:32","guid":{"rendered":"https:\/\/softwareengineeringdaily.com\/?p=15931"},"modified":"2023-12-12T06:00:24","modified_gmt":"2023-12-12T14:00:24","slug":"weights-biases-with-chris-van-pelt","status":"publish","type":"post","link":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/","title":{"rendered":"Weights &#038; Biases with Chris Van Pelt"},"content":{"rendered":"<p><a href=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/11\/Weights-and-Biases-with-Chris.jpeg\"><img fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"15643\" data-permalink=\"https:\/\/softwareengineeringdaily.com\/2023\/11\/07\/temporal-with-max-fateev\/max\/\" data-orig-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/max.png?fit=218%2C258&amp;ssl=1\" data-orig-size=\"218,258\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"max\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/max.png?fit=218%2C258&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/max.png?fit=218%2C258&amp;ssl=1\" class=\"alignright wp-image-15643 size-full\" src=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/11\/Weights-and-Biases-with-Chris.jpeg?resize=218%2C258&#038;ssl=1\" alt=\"\" width=\"218\" height=\"258\" data-recalc-dims=\"1\" \/><\/a><\/p>\n<div>\n<div>\n<div>\n<p style=\"text-align: justify;\">Machine learning model research requires running expensive, long-running experiments where even a slight mis-calibration can cost millions of dollars in underutilized compute resources. Once trained, model deployment, production monitoring, and observability requirements all present unique operational challenges.<\/p>\n<\/div>\n<div>\n<p style=\"text-align: justify;\"><a href=\"https:\/\/twitter.com\/vanpelt\">Chris Van Pelt<\/a> is the Chief Information Officer of <a href=\"https:\/\/twitter.com\/weights_biases\">Weights and Biases<\/a>, which is the industry standard in experiment monitoring and visualization, and has expanded that expertise into a comprehensive suite of ML Ops tooling including model management, deployment, and monitoring.<\/p>\n<\/div>\n<div style=\"text-align: justify;\">Chris joins us today to discuss the state of the machine learning ecosystem at large, as well as some of their more recent work around production LLM tracing and monitoring.<\/div>\n<\/div>\n<\/div>\n<div><\/div>\n<div>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png\"><img decoding=\"async\" data-attachment-id=\"15613\" data-permalink=\"https:\/\/softwareengineeringdaily.com\/2023\/10\/24\/streamlit-with-amanda-kelly\/rectangle-3-3\/\" data-orig-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?fit=218%2C258&amp;ssl=1\" data-orig-size=\"218,258\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Rectangle 3\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?fit=218%2C258&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?fit=218%2C258&amp;ssl=1\" class=\"size-full wp-image-15613 alignleft\" src=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?resize=218%2C258&#038;ssl=1\" alt=\"\" width=\"218\" height=\"258\" data-recalc-dims=\"1\" \/><img class=\"\" alt=\"\" width=\"\" height=\"\" \/><\/a>Sean&#8217;s been an academic, startup founder, and Googler. He has published works covering a wide range of topics from information visualization to quantum computing. Currently, Sean is Head of Marketing and Developer Relations at <a>Skyflow<\/a> and host of the podcast Partially Redacted, a podcast about privacy and security engineering. You can connect with Sean on Twitter <a>@seanfalconer .\u00a0<\/a><\/span><\/p>\n<p>&nbsp;<\/p>\n<div>\n<p><a href=\"http:\/\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/11\/SED1598-Transcript.txt\">Please click here to see the transcript of this episode.<\/a><\/p>\n<p>Sponsorship inquiries: <a href=\"https:\/\/cms.megaphone.fm\/organizations\/619b680e-d813-11ea-9750-e7ecac406436\/podcasts\/e60108fe-e328-11ea-b2b6-1348249f900a\/episodes\/3913370a-bc44-11ed-ace6-8b1f96d82bba\/sponsor@softwareengineeringdaily.com\">sponsor@softwareengineeringdaily.com<\/a><\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Machine learning model research requires running expensive, long-running experiments where even a slight mis-calibration can cost millions of dollars in underutilized compute resources. Once trained, model deployment, production monitoring, and observability requirements all present unique operational challenges. Chris Van Pelt is the Chief Information Officer of Weights and Biases, which is the industry standard in<\/p>\n","protected":false},"author":94,"featured_media":16035,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"Weights & Biases with Chris Van Pelt @vanpelt @weights_biases","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false}}},"categories":[1363,2143,5755,1080,14,5760],"tags":[5912,5914,311,5913,5911],"class_list":["post-15931","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-all-episodes","category-exclusive-content","category-hosts","category-machine-learning","category-podcast","category-sean-falconer","tag-chris-van-pelt","tag-llm","tag-machine-learning","tag-ml-ops","tag-weights-biases"],"jetpack_publicize_connections":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Weights &amp; Biases with Chris Van Pelt - Software Engineering Daily<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Weights &amp; Biases with Chris Van Pelt - Software Engineering Daily\" \/>\n<meta property=\"og:description\" content=\"Machine learning model research requires running expensive, long-running experiments where even a slight mis-calibration can cost millions of dollars in underutilized compute resources. Once trained, model deployment, production monitoring, and observability requirements all present unique operational challenges. Chris Van Pelt is the Chief Information Officer of Weights and Biases, which is the industry standard in\" \/>\n<meta property=\"og:url\" content=\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/\" \/>\n<meta property=\"og:site_name\" content=\"Software Engineering Daily\" \/>\n<meta property=\"article:published_time\" content=\"2023-12-12T10:00:32+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-12-12T14:00:24+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/wandb_logo2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"612\" \/>\n\t<meta property=\"og:image:height\" content=\"360\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"SEDaily\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@software_daily\" \/>\n<meta name=\"twitter:site\" content=\"@software_daily\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"SEDaily\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/\"},\"author\":{\"name\":\"SEDaily\",\"@id\":\"https:\/\/softwareengineeringdaily.com\/#\/schema\/person\/f1a6631864960c74ef79dae73df8984c\"},\"headline\":\"Weights &#038; Biases with Chris Van Pelt\",\"datePublished\":\"2023-12-12T10:00:32+00:00\",\"dateModified\":\"2023-12-12T14:00:24+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/\"},\"wordCount\":188,\"publisher\":{\"@id\":\"https:\/\/softwareengineeringdaily.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/wandb_logo2.png?fit=612%2C360&ssl=1\",\"keywords\":[\"Chris Van Pelt\",\"LLM\",\"Machine Learning\",\"ML Ops\",\"Weights &amp; Biases\"],\"articleSection\":[\"All Content\",\"Exclusive Content\",\"Hosts\",\"Machine Learning\",\"Podcast\",\"Sean Falconer\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/\",\"url\":\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/\",\"name\":\"Weights & Biases with Chris Van Pelt - Software Engineering Daily\",\"isPartOf\":{\"@id\":\"https:\/\/softwareengineeringdaily.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/wandb_logo2.png?fit=612%2C360&ssl=1\",\"datePublished\":\"2023-12-12T10:00:32+00:00\",\"dateModified\":\"2023-12-12T14:00:24+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#primaryimage\",\"url\":\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/wandb_logo2.png?fit=612%2C360&ssl=1\",\"contentUrl\":\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/wandb_logo2.png?fit=612%2C360&ssl=1\",\"width\":612,\"height\":360},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/softwareengineeringdaily.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Weights &#038; Biases with Chris Van Pelt\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/softwareengineeringdaily.com\/#website\",\"url\":\"https:\/\/softwareengineeringdaily.com\/\",\"name\":\"Software Engineering Daily\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/softwareengineeringdaily.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/softwareengineeringdaily.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/softwareengineeringdaily.com\/#organization\",\"name\":\"Software Engineering Daily\",\"url\":\"https:\/\/softwareengineeringdaily.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/softwareengineeringdaily.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2024\/01\/cropped-sed_website_banner.png?fit=549%2C169&ssl=1\",\"contentUrl\":\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2024\/01\/cropped-sed_website_banner.png?fit=549%2C169&ssl=1\",\"width\":549,\"height\":169,\"caption\":\"Software Engineering Daily\"},\"image\":{\"@id\":\"https:\/\/softwareengineeringdaily.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/software_daily\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/softwareengineeringdaily.com\/#\/schema\/person\/f1a6631864960c74ef79dae73df8984c\",\"name\":\"SEDaily\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/softwareengineeringdaily.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/96a9ce2f21db7050dc801bc0505cb90b?s=96&d=retro&r=pg\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/96a9ce2f21db7050dc801bc0505cb90b?s=96&d=retro&r=pg\",\"caption\":\"SEDaily\"},\"url\":\"https:\/\/softwareengineeringdaily.com\/author\/sed-production\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Weights & Biases with Chris Van Pelt - Software Engineering Daily","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/","og_locale":"en_US","og_type":"article","og_title":"Weights & Biases with Chris Van Pelt - Software Engineering Daily","og_description":"Machine learning model research requires running expensive, long-running experiments where even a slight mis-calibration can cost millions of dollars in underutilized compute resources. Once trained, model deployment, production monitoring, and observability requirements all present unique operational challenges. Chris Van Pelt is the Chief Information Officer of Weights and Biases, which is the industry standard in","og_url":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/","og_site_name":"Software Engineering Daily","article_published_time":"2023-12-12T10:00:32+00:00","article_modified_time":"2023-12-12T14:00:24+00:00","og_image":[{"width":612,"height":360,"url":"http:\/\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/wandb_logo2.png","type":"image\/png"}],"author":"SEDaily","twitter_card":"summary_large_image","twitter_creator":"@software_daily","twitter_site":"@software_daily","twitter_misc":{"Written by":"SEDaily","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#article","isPartOf":{"@id":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/"},"author":{"name":"SEDaily","@id":"https:\/\/softwareengineeringdaily.com\/#\/schema\/person\/f1a6631864960c74ef79dae73df8984c"},"headline":"Weights &#038; Biases with Chris Van Pelt","datePublished":"2023-12-12T10:00:32+00:00","dateModified":"2023-12-12T14:00:24+00:00","mainEntityOfPage":{"@id":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/"},"wordCount":188,"publisher":{"@id":"https:\/\/softwareengineeringdaily.com\/#organization"},"image":{"@id":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/wandb_logo2.png?fit=612%2C360&ssl=1","keywords":["Chris Van Pelt","LLM","Machine Learning","ML Ops","Weights &amp; Biases"],"articleSection":["All Content","Exclusive Content","Hosts","Machine Learning","Podcast","Sean Falconer"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/","url":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/","name":"Weights & Biases with Chris Van Pelt - Software Engineering Daily","isPartOf":{"@id":"https:\/\/softwareengineeringdaily.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#primaryimage"},"image":{"@id":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/wandb_logo2.png?fit=612%2C360&ssl=1","datePublished":"2023-12-12T10:00:32+00:00","dateModified":"2023-12-12T14:00:24+00:00","breadcrumb":{"@id":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#primaryimage","url":"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/wandb_logo2.png?fit=612%2C360&ssl=1","contentUrl":"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/wandb_logo2.png?fit=612%2C360&ssl=1","width":612,"height":360},{"@type":"BreadcrumbList","@id":"https:\/\/softwareengineeringdaily.com\/2023\/12\/12\/weights-biases-with-chris-van-pelt\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/softwareengineeringdaily.com\/"},{"@type":"ListItem","position":2,"name":"Weights &#038; Biases with Chris Van Pelt"}]},{"@type":"WebSite","@id":"https:\/\/softwareengineeringdaily.com\/#website","url":"https:\/\/softwareengineeringdaily.com\/","name":"Software Engineering Daily","description":"","publisher":{"@id":"https:\/\/softwareengineeringdaily.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/softwareengineeringdaily.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/softwareengineeringdaily.com\/#organization","name":"Software Engineering Daily","url":"https:\/\/softwareengineeringdaily.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/softwareengineeringdaily.com\/#\/schema\/logo\/image\/","url":"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2024\/01\/cropped-sed_website_banner.png?fit=549%2C169&ssl=1","contentUrl":"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2024\/01\/cropped-sed_website_banner.png?fit=549%2C169&ssl=1","width":549,"height":169,"caption":"Software Engineering Daily"},"image":{"@id":"https:\/\/softwareengineeringdaily.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/software_daily"]},{"@type":"Person","@id":"https:\/\/softwareengineeringdaily.com\/#\/schema\/person\/f1a6631864960c74ef79dae73df8984c","name":"SEDaily","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/softwareengineeringdaily.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/96a9ce2f21db7050dc801bc0505cb90b?s=96&d=retro&r=pg","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/96a9ce2f21db7050dc801bc0505cb90b?s=96&d=retro&r=pg","caption":"SEDaily"},"url":"https:\/\/softwareengineeringdaily.com\/author\/sed-production\/"}]}},"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/wandb_logo2.png?fit=612%2C360&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/p7GuoD-48X","_links":{"self":[{"href":"https:\/\/softwareengineeringdaily.com\/wp-json\/wp\/v2\/posts\/15931"}],"collection":[{"href":"https:\/\/softwareengineeringdaily.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/softwareengineeringdaily.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/softwareengineeringdaily.com\/wp-json\/wp\/v2\/users\/94"}],"replies":[{"embeddable":true,"href":"https:\/\/softwareengineeringdaily.com\/wp-json\/wp\/v2\/comments?post=15931"}],"version-history":[{"count":0,"href":"https:\/\/softwareengineeringdaily.com\/wp-json\/wp\/v2\/posts\/15931\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/softwareengineeringdaily.com\/wp-json\/wp\/v2\/media\/16035"}],"wp:attachment":[{"href":"https:\/\/softwareengineeringdaily.com\/wp-json\/wp\/v2\/media?parent=15931"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/softwareengineeringdaily.com\/wp-json\/wp\/v2\/categories?post=15931"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/softwareengineeringdaily.com\/wp-json\/wp\/v2\/tags?post=15931"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}