[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"sanity-4zAFFBwAtPMRvklA5uw9wXM7U60f5ZaN2p3koD7qGiQ":3,"sanity-DNt1cAdGsIslOnGbvKyGBSmU576z4FZ9VtreoQETV4E":420},{"data":4,"sourceMap":-1},{"latestPodcast":5,"latestReleases":14,"post":39,"recent":395},[6],{"_id":7,"publishedAt":8,"slug":9,"sponsored":12,"title":13},"7ebd76d2-cebc-4b88-82f9-3dfb2c8bc5ca","2026-07-08T04:40:00.000Z",{"_type":10,"current":11},"slug","what-s-left-for-infrastructure-as-code-after-ai-moves-in",true,"What's left for infrastructure-as-code after AI moves in?",[15,21,27,33],{"_id":16,"publishedAt":17,"slug":18,"title":20},"eb5b66eb-9410-4329-83bb-22bbff39402a","2026-04-28T13:00:00.000Z",{"_type":10,"current":19},"turn-scattered-knowledge-into-trusted-intelligence","Turning scattered knowledge into trusted intelligence: Stack Internal 2026.3",{"_id":22,"publishedAt":23,"slug":24,"title":26},"369c2401-b62e-4a37-8ff8-bf603023ecad","2026-03-02T15:03:00.988Z",{"_type":10,"current":25},"what-s-new-at-stack-overflow-march-2026","What’s new at Stack Overflow: March 2026",{"_id":28,"publishedAt":29,"slug":30,"title":32},"5e9053a4-07ea-447c-91ea-29e0b6228537","2026-02-02T15:00:00.000Z",{"_type":10,"current":31},"what-s-new-at-stack-overflow-february-2026","What’s new at Stack Overflow: February 2026",{"_id":34,"publishedAt":35,"slug":36,"title":38},"a1b538eb-a8a6-46d0-80a1-ac70ec9bb935","2026-01-05T10:00:00.000-05:00",{"_type":10,"current":37},"what-s-new-at-stack-overflow-january-2026","What’s new at Stack Overflow: January 2026",{"_createdAt":40,"_id":41,"_rev":42,"_type":43,"_updatedAt":44,"author":45,"body":57,"comments":12,"dateUrl":368,"excerpt":176,"legacyBody":369,"product":170,"publishedAt":372,"slug":373,"sponsored":170,"tags":375,"title":394,"visible":12},"2023-05-25T09:37:02Z","wp-post-4506","07ZbrKPSUrjrV4wQ6fIJZZ","blogPost","2023-07-13T14:54:49Z",[46],{"_createdAt":47,"_id":48,"_rev":49,"_type":50,"_updatedAt":47,"avatar":51,"employee":53,"name":54,"slug":55},"2023-05-23T16:27:18Z","wp-author-147","9HpbCsT2tq0xwozQfkcuVr","blogAuthor",{"_type":52},"image","current","Sam Saffron",{"current":56},"sam",[58,69,77,85,110,118,143,171,177,185,204,208,227,235,267,271,279,289,306,325,341,360],{"_key":59,"_type":60,"children":61,"markDefs":67,"style":68},"f5cadd4a1932","block",[62],{"_key":63,"_type":64,"marks":65,"text":66},"f5cadd4a19320","span",[],"Stack Exchange gets a staggering amount of questions and answers every day.",[],"normal",{"_key":70,"_type":60,"children":71,"markDefs":76,"style":68},"5a101225e4b7",[72],{"_key":73,"_type":64,"marks":74,"text":75},"5a101225e4b70",[],"Our goal is not only to provide great answers to the huge amount of questions, but to create awesome gems of knowledge that can be consumed by generations to come.",[],{"_key":78,"_type":60,"children":79,"markDefs":84,"style":68},"b6ea9676a331",[80],{"_key":81,"_type":64,"marks":82,"text":83},"b6ea9676a3310",[],"New users on our sites need some extra TLC. Without them we can not grow our communities. However, often they are not aware of the rich formatting capabilities and various rules we enforce. Occasionally, they post \"answers\" that are not really \"answers\". Sometimes they simply do not belong in the community they are trying to participate. Sometimes we are lucky, they are awesome and need to be enticed with a few upvotes.",[],{"_key":86,"_type":60,"children":87,"markDefs":109,"style":68},"1815033f4b31",[88,92,97,101,105],{"_key":89,"_type":64,"marks":90,"text":91},"1815033f4b310",[],"In general, most of the \"problem content\" our sites is created by brand new users. More than ",{"_key":93,"_type":64,"marks":94,"text":96},"1815033f4b311",[95],"strong","44%",{"_key":98,"_type":64,"marks":99,"text":100},"1815033f4b312",[]," of the flags on Stack Overflow are raised on content created by users with less than 10 reputation. In comparison only ",{"_key":102,"_type":64,"marks":103,"text":104},"1815033f4b313",[95],"11%",{"_key":106,"_type":64,"marks":107,"text":108},"1815033f4b314",[]," of the content is created by these users.",[],{"_key":111,"_type":60,"children":112,"markDefs":117,"style":68},"321f526eaf14",[113],{"_key":114,"_type":64,"marks":115,"text":116},"321f526eaf140",[],"Together we can help shape up the problem content, upvote the great new answerers and askers and create a site we are all proud of.",[],{"_key":119,"_type":60,"children":120,"markDefs":142,"style":68},"853c22f46d9b",[121,125,129,133,138],{"_key":122,"_type":64,"marks":123,"text":124},"853c22f46d9b0",[],"There is one ",{"_key":126,"_type":64,"marks":127,"text":128},"853c22f46d9b1",[95],"big problem",{"_key":130,"_type":64,"marks":131,"text":132},"853c22f46d9b2",[]," though. Janitorial work can be boring. To make it more fun and productive we created the ",{"_key":134,"_type":64,"marks":135,"text":137},"853c22f46d9b3",[136],"code","review",{"_key":139,"_type":64,"marks":140,"text":141},"853c22f46d9b4",[]," section.",[],{"_key":144,"_type":60,"children":145,"markDefs":166,"style":68},"8ec7ae7970f6",[146,150,155,159,162],{"_key":147,"_type":64,"marks":148,"text":149},"8ec7ae7970f60",[],"When you gain the ",{"_key":151,"_type":64,"marks":152,"text":154},"8ec7ae7970f61",[153],"daa0a43fa9a7","privilege to downvote",{"_key":156,"_type":64,"marks":157,"text":158},"8ec7ae7970f62",[]," a new ",{"_key":160,"_type":64,"marks":161,"text":137},"8ec7ae7970f63",[136],{"_key":163,"_type":64,"marks":164,"text":165},"8ec7ae7970f64",[]," link appears in the header.",[167],{"_key":153,"_type":168,"href":169,"reference":170},"link","http:\u002F\u002Fstackoverflow.com\u002Fprivileges\u002Fvote-down",null,{"_key":172,"_type":52,"alt":170,"asset":173,"caption":176,"markDefs":170},"771973584a7a",{"_ref":174,"_type":175},"image-1e4c03b8fdeb56f9307c7ad67c0f6a4a5a02e2a7-597x60-png","reference","",{"_key":178,"_type":60,"children":179,"markDefs":184,"style":68},"e32e2c1c55b7",[180],{"_key":181,"_type":64,"marks":182,"text":183},"e32e2c1c55b70",[],"This new section will allow you to track your review progress, but first you will need to unlock the right to review by gaining the Strunk & White badge.",[],{"_key":186,"_type":60,"children":187,"markDefs":201,"style":68},"0a97872106e8",[188,192,197],{"_key":189,"_type":64,"marks":190,"text":191},"0a97872106e80",[],"As your ",{"_key":193,"_type":64,"marks":194,"text":196},"0a97872106e81",[195],"194df29c0f98","suggested edits",{"_key":198,"_type":64,"marks":199,"text":200},"0a97872106e82",[]," get approved or you edit posts, we will track your progress towards Strunk & White.",[202],{"_key":195,"_type":168,"href":203,"reference":170},"http:\u002F\u002Fblog.stackoverflow.com\u002F2011\u002F02\u002Fsuggested-edits-and-edit-review\u002F",{"_key":205,"_type":52,"alt":170,"asset":206,"caption":176,"markDefs":170},"f9fba9e8cc41",{"_ref":207,"_type":175},"image-e0e9a727804e91a71b7b9153021026936bfa821e-220x297-png",{"_key":209,"_type":60,"children":210,"markDefs":224,"style":68},"fc0cabf65fbc",[211,215,220],{"_key":212,"_type":64,"marks":213,"text":214},"fc0cabf65fbc0",[],"Once you have this badge you will be allowed to track your review progress and be a candidate for the new ",{"_key":216,"_type":64,"marks":217,"text":219},"fc0cabf65fbc1",[218],"9d1e11d53f36","Reviewer",{"_key":221,"_type":64,"marks":222,"text":223},"fc0cabf65fbc2",[]," badge.",[225],{"_key":218,"_type":168,"href":226,"reference":170},"http:\u002F\u002Fstackoverflow.com\u002Fbadges\u002F1478\u002Freviewer",{"_key":228,"_type":60,"children":229,"markDefs":234,"style":68},"997ead769c19",[230],{"_key":231,"_type":64,"marks":232,"text":233},"997ead769c190",[],"You will also be able to track progress towards the 2 voting badges, Civic Duty and Electorate and track progress towards the epic Copy Editor badge.",[],{"_key":236,"_type":60,"children":237,"markDefs":266,"style":68},"c91fb2d34cf5",[238,242,246,250,254,258,262],{"_key":239,"_type":64,"marks":240,"text":241},"c91fb2d34cf50",[],"The reason we unlock this section is to ensure all ",{"_key":243,"_type":64,"marks":244,"text":245},"c91fb2d34cf51",[95],"questions",{"_key":247,"_type":64,"marks":248,"text":249},"c91fb2d34cf52",[]," and ",{"_key":251,"_type":64,"marks":252,"text":253},"c91fb2d34cf53",[95],"answers",{"_key":255,"_type":64,"marks":256,"text":257},"c91fb2d34cf54",[]," are viewed by at least ",{"_key":259,"_type":64,"marks":260,"text":261},"c91fb2d34cf55",[95],"2 users",{"_key":263,"_type":64,"marks":264,"text":265},"c91fb2d34cf56",[]," who are good at editing. This means that we are less likely to get flags stating \"please sir, edit this for me\" and gives new users a better chance. Once two users with the Strunk & White badge review a post the post will \"vanish\" from the list.",[],{"_key":268,"_type":52,"alt":170,"asset":269,"caption":176,"markDefs":170},"c9d9a7a07783",{"_ref":270,"_type":175},"image-f8b01ac367e6395bbaf56171693bd0d480899a51-216x435-png",{"_key":272,"_type":60,"children":273,"markDefs":278,"style":68},"7fd896c00bad",[274],{"_key":275,"_type":64,"marks":276,"text":277},"7fd896c00bad0",[],"The review section focuses on 3 areas.",[],{"_key":280,"_type":60,"children":281,"level":286,"listItem":287,"markDefs":288,"style":68},"66029031b8c9",[282],{"_key":283,"_type":64,"marks":284,"text":285},"66029031b8c90",[],"Questions and answers by users with 10 or less reputation.",1,"number",[],{"_key":290,"_type":60,"children":291,"level":286,"listItem":287,"markDefs":305,"style":68},"79cfba68c1ff",[292,296,301],{"_key":293,"_type":64,"marks":294,"text":295},"79cfba68c1ff0",[],"Questions and answers that are ",{"_key":297,"_type":64,"marks":298,"text":300},"79cfba68c1ff1",[299],"em","caught",{"_key":302,"_type":64,"marks":303,"text":304},"79cfba68c1ff2",[]," by our \"low quality\" heuristic, this heuristic is not perfect but it finds a fair amount of posts that need editing, voting, commenting and flagging.",[],{"_key":307,"_type":60,"children":308,"level":286,"listItem":287,"markDefs":322,"style":68},"12894b58860f",[309,313,318],{"_key":310,"_type":64,"marks":311,"text":312},"12894b58860f0",[],"(10k only) Questions that received close votes. More about this ",{"_key":314,"_type":64,"marks":315,"text":317},"12894b58860f1",[316],"9ad6e62ccb95","on meta",{"_key":319,"_type":64,"marks":320,"text":321},"12894b58860f2",[],".",[323],{"_key":316,"_type":168,"href":324,"reference":170},"http:\u002F\u002Fmeta.stackoverflow.com\u002Fquestions\u002F111734\u002F26-000-questions-have-close-votes-now-what",{"_key":326,"_type":60,"children":327,"markDefs":340,"style":68},"f5b500b91465",[328,332,336],{"_key":329,"_type":64,"marks":330,"text":331},"f5b500b914650",[],"In the review screen you can choose to filter by tag or time frame. You can also vote, flag, comment and edit ",{"_key":333,"_type":64,"marks":334,"text":335},"f5b500b914651",[95],"without leaving",{"_key":337,"_type":64,"marks":338,"text":339},"f5b500b914652",[]," the review section.",[],{"_key":342,"_type":60,"children":343,"markDefs":357,"style":68},"c450afa64c6d",[344,348,353],{"_key":345,"_type":64,"marks":346,"text":347},"c450afa64c6d0",[],"We have had a very ",{"_key":349,"_type":64,"marks":350,"text":352},"c450afa64c6d1",[351],"92051d307749","noticeable increase in editing",{"_key":354,"_type":64,"marks":355,"text":356},"c450afa64c6d2",[]," and reasonable increase in voting in the last few weeks.",[358],{"_key":351,"_type":168,"href":359,"reference":170},"http:\u002F\u002Fmeta.stackoverflow.com\u002Fquestions\u002F112600\u002Fhas-the-new-reviewing-interface-and-or-the-badge-objectively-reduced-spam-and-no\u002F112692#112692",{"_key":361,"_type":60,"children":362,"markDefs":367,"style":68},"6fd656565e6b",[363],{"_key":364,"_type":64,"marks":365,"text":366},"6fd656565e6b0",[],"If you have a chance, review a few posts in the review screen. Help us create awesome, clean and useful sites we are proud of.",[],"2011\u002F11\u002F21",{"code":370,"language":371},"\u003Cp>Stack Exchange gets a staggering amount of questions and answers every day.\u003C\u002Fp>\n\u003Cp>Our goal is not only to provide great answers to the huge amount of questions, but to create awesome gems of knowledge that can be consumed by generations to come.\u003C\u002Fp>\n\u003Cp>New users on our sites need some extra TLC. Without them we can not grow our communities. However, often they are not aware of the rich formatting capabilities and various rules we enforce. Occasionally, they post \"answers\" that are not really \"answers\". Sometimes they simply do not belong in the community they are trying to participate. Sometimes we are lucky, they are awesome and need to be enticed with a few upvotes.\u003C\u002Fp>\n\u003Cp>In general, most of the \"problem content\" our sites is created by brand new users. More than \u003Cstrong>44%\u003C\u002Fstrong> of the flags on Stack Overflow are raised on content created by users with less than 10 reputation. In comparison only \u003Cstrong>11%\u003C\u002Fstrong> of the content is created by these users.\u003C\u002Fp>\n\u003Cp>Together we can help shape up the problem content, upvote the great new answerers and askers and create a site we are all proud of.\u003C\u002Fp>\n\u003Cp>There is one \u003Cstrong>big problem\u003C\u002Fstrong> though. Janitorial work can be boring. To make it more fun and productive we created the \u003Ccode>review\u003C\u002Fcode> section.\u003C\u002Fp>\n\u003Cp>When you gain the \u003Ca href=\"http:\u002F\u002Fstackoverflow.com\u002Fprivileges\u002Fvote-down\">privilege to downvote\u003C\u002Fa> a new \u003Ccode>review\u003C\u002Fcode> link appears in the header.\u003C\u002Fp>\n\u003Cp>\u003Cimg src=\"http:\u002F\u002Fstackoverflow.blog\u002Fwp-content\u002Fuploads\u002F2017\u002F02\u002Freview1.png\" alt=\"\">\u003C\u002Fp>\n\u003Cp>This new section will allow you to track your review progress, but first you will need to unlock the right to review by gaining the Strunk & White badge.\u003C\u002Fp>\n\u003Cp>As your \u003Ca href=\"http:\u002F\u002Fblog.stackoverflow.com\u002F2011\u002F02\u002Fsuggested-edits-and-edit-review\u002F\">suggested edits\u003C\u002Fa> get approved or you edit posts, we will track your progress towards Strunk & White.\u003C\u002Fp>\n\u003Cp>\u003Cimg src=\"http:\u002F\u002Fstackoverflow.blog\u002Fwp-content\u002Fuploads\u002F2017\u002F02\u002Fprogress1.png\" alt=\"\">\u003C\u002Fp>\n\u003Cp>Once you have this badge you will be allowed to track your review progress and be a candidate for the new \u003Ca href=\"http:\u002F\u002Fstackoverflow.com\u002Fbadges\u002F1478\u002Freviewer\">Reviewer\u003C\u002Fa> badge.\u003C\u002Fp>\n\u003Cp>You will also be able to track progress towards the 2 voting badges, Civic Duty and Electorate and track progress towards the epic Copy Editor badge.\u003C\u002Fp>\n\u003Cp>The reason we unlock this section is to ensure all \u003Cstrong>questions\u003C\u002Fstrong> and \u003Cstrong>answers\u003C\u002Fstrong> are viewed by at least \u003Cstrong>2 users\u003C\u002Fstrong> who are good at editing. This means that we are less likely to get flags stating \"please sir, edit this for me\" and gives new users a better chance. Once two users with the Strunk & White badge review a post the post will \"vanish\" from the list.\u003C\u002Fp>\n\u003Cp>\u003Cimg src=\"http:\u002F\u002Fstackoverflow.blog\u002Fwp-content\u002Fuploads\u002F2017\u002F02\u002Freviewprogress.png\" alt=\"\">\u003C\u002Fp>\n\u003Cp>The review section focuses on 3 areas.\u003C\u002Fp>\n\u003Col>\u003Cli>\n\u003Cp>Questions and answers by users with 10 or less reputation.\u003C\u002Fp>\n\u003C\u002Fli>\n\u003Cli>\n\u003Cp>Questions and answers that are \u003Cem>caught\u003C\u002Fem> by our \"low quality\" heuristic, this heuristic is not perfect but it finds a fair amount of posts that need editing, voting, commenting and flagging.\u003C\u002Fp>\n\u003C\u002Fli>\n\u003Cli>(10k only) Questions that received close votes. More about this \u003Ca href=\"http:\u002F\u002Fmeta.stackoverflow.com\u002Fquestions\u002F111734\u002F26-000-questions-have-close-votes-now-what\">on meta\u003C\u002Fa>.  \u003C\u002Fli>\n\u003C\u002Fol>\u003Cp>In the review screen you can choose to filter by tag or time frame. You can also vote, flag, comment and edit \u003Cstrong>without leaving\u003C\u002Fstrong> the review section.\u003C\u002Fp>\n\u003Cp>We have had a very \u003Ca href=\"http:\u002F\u002Fmeta.stackoverflow.com\u002Fquestions\u002F112600\u002Fhas-the-new-reviewing-interface-and-or-the-badge-objectively-reduced-spam-and-no\u002F112692#112692\">noticeable increase in editing\u003C\u002Fa> and reasonable increase in voting in the last few weeks.\u003C\u002Fp>\n\u003Cp>If you have a chance, review a few posts in the review screen. Help us create awesome, clean and useful sites we are proud of.\u003C\u002Fp>","html","2011-11-21T12:00:00.000Z",{"current":374},"improved-reviewing",[376,384,389],{"_createdAt":377,"_id":378,"_rev":379,"_type":380,"_updatedAt":377,"slug":381,"title":383},"2023-05-23T16:43:21Z","wp-tagcat-community","9HpbCsT2tq0xwozQfkc4ih","blogTag",{"current":382},"community","Community",{"_createdAt":377,"_id":385,"_rev":379,"_type":380,"_updatedAt":377,"slug":386,"title":388},"wp-tagcat-company",{"current":387},"company","Company",{"_createdAt":377,"_id":390,"_rev":379,"_type":380,"_updatedAt":377,"slug":391,"title":393},"wp-tagcat-design",{"current":392},"design","Design","Improved Reviewing",[396,402,408,414],{"_id":397,"publishedAt":398,"slug":399,"sponsored":170,"title":401},"76c9771b-34e6-4d98-8641-ecefc711f0ef","2026-07-06T15:23:34.559Z",{"_type":10,"current":400},"when-the-sensor-starts-thinking-snortml-agentic-ai-and-the-evolving-architecture-of-intrusion-detection","When the sensor starts thinking: SnortML, agentic AI, and the evolving architecture of intrusion detection",{"_id":403,"publishedAt":404,"slug":405,"sponsored":170,"title":407},"28e560af-f0aa-4d46-bd90-f435ad604aa7","2026-06-26T14:00:27.102Z",{"_type":10,"current":406},"paging-charity-how-can-engineering-leaders-avoid-becoming-bond-villains","Paging Charity! How can engineering leaders avoid becoming Bond villains?",{"_id":409,"publishedAt":410,"slug":411,"sponsored":170,"title":413},"4b22c2a3-3779-4966-93eb-5230391dbdce","2026-06-23T14:08:58.595Z",{"_type":10,"current":412},"your-ai-shipped-a-backend-that-boots-that-is-the-whole-problem","Your AI shipped a backend that boots. That is the whole problem.",{"_id":415,"publishedAt":416,"slug":417,"sponsored":170,"title":419},"5cf362e1-fe7b-45af-b69c-914731c6a052","2026-06-23T14:00:00.000Z",{"_type":10,"current":418},"the-2026-developer-survey-is-now-open-for-human-developers-only","The 2026 Developer Survey is now open (for human developers only)!",{"data":421,"sourceMap":-1},{"count":422,"lastTimestamp":170},0]