[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"sanity-7N2K8y6cT8nkpvjBBTe-kt5ng6U0sZ-Wk6jfJPymQeU":3,"sanity-x7cKbcXYilO2r9wLAzJsPa3g41sBYKJgf6mOV4CVk2k":319},{"data":4,"sourceMap":-1},{"latestPodcast":5,"latestReleases":14,"post":39,"recent":294},[6],{"_id":7,"publishedAt":8,"slug":9,"sponsored":12,"title":13},"5c7f0882-e1a7-4d0e-9e06-86cce9c3613a","2026-07-02T07:40:00.000Z",{"_type":10,"current":11},"slug","ai-coding-chaos-into-a-repeatable-playbook",null,"How do you turn AI coding chaos into a repeatable playbook?",[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":61,"comments":246,"dateUrl":247,"excerpt":248,"image":249,"legacyBody":252,"product":12,"publishedAt":255,"slug":256,"sponsored":12,"tags":258,"title":293,"visible":246},"2023-05-24T12:51:05Z","wp-post-21519","XzVcPPDfPNmxxXS3zvEksc","blogPost","2025-10-31T17:27:06Z",[46],{"_createdAt":47,"_id":48,"_rev":49,"_type":50,"_updatedAt":51,"avatar":52,"employee":57,"name":58,"slug":59},"2023-05-23T16:27:18Z","wp-author-226","dgl3SCUzppW3U2LvCoOzcS","blogAuthor","2023-06-20T15:05:06Z",{"_type":53,"asset":54},"image",{"_ref":55,"_type":56},"image-56688f6337dd0a96034dfc998cdecc7810597d81-1024x1024-png","reference","current","Ryan Donovan",{"current":60},"rdonovan",[62,73,77,86,117,126,145,164,183,235],{"_key":63,"_type":64,"children":65,"markDefs":71,"style":72},"ff0ccc9ae999","block",[66],{"_key":67,"_type":68,"marks":69,"text":70},"ff0ccc9ae9990","span",[],"SPONSORED BY INTUIT",[],"h2",{"_key":74,"_type":75,"markDefs":12,"url":76},"9736bf5cdec1","embed","https:\u002F\u002Fart19.com\u002Fshows\u002F2355b740-4531-4071-a3ab-5907a95a36d3\u002Fepisodes\u002F8ca6d74f-2637-4637-aa45-675b233f9894",{"_key":78,"_type":64,"children":79,"markDefs":84,"style":85},"f1c44ee3946f",[80],{"_key":81,"_type":68,"marks":82,"text":83},"f1c44ee3946f0",[],"In complex service-oriented architectures, failure can happen in individual servers and containers, then cascade through your system. Good engineering takes into account possible failures. But how do you test whether a solution actually mitigates failures without risking the ire of your customers? That’s where chaos engineering comes in, injecting failures and uncertainty into complex systems so your team can see where your architecture breaks.",[],"normal",{"_key":87,"_type":64,"children":88,"markDefs":111,"style":85},"e665d3631d45",[89,93,98,102,107],{"_key":90,"_type":68,"marks":91,"text":92},"e665d3631d450",[],"On this sponsored episode, our fourth in ",{"_key":94,"_type":68,"marks":95,"text":97},"e665d3631d451",[96],"4eb108e6d2f7","the series with Intuit",{"_key":99,"_type":68,"marks":100,"text":101},"e665d3631d452",[],", Ben and Ryan chat with Deepthi Panthula, Senior Product Manager, and Shan Anwar, Principal Software Engineer, both of ",{"_key":103,"_type":68,"marks":104,"text":106},"e665d3631d453",[105],"af5e27610bae","Intuit",{"_key":108,"_type":68,"marks":109,"text":110},"e665d3631d454",[],", about using self-serve chaos engineering tools to control the blast radius of failures, how game day tests and drills keep their systems resilient, and how their investment in open-source software powers their program.",[112,115],{"_key":96,"_type":113,"href":114,"reference":12},"link","https:\u002F\u002Fstackoverflow.blog\u002F2023\u002F01\u002F04\u002Fbetter-developer-experience-through-ai-and-open-source\u002F",{"_key":105,"_type":113,"href":116,"reference":12},"http:\u002F\u002Fwww.intuit.com",{"_key":118,"_type":64,"children":119,"markDefs":125,"style":85},"05ce4583486b",[120],{"_key":121,"_type":68,"marks":122,"text":124},"05ce4583486b0",[123],"strong","Episode notes:",[],{"_key":127,"_type":64,"children":128,"markDefs":142,"style":85},"9abb0f54dae2",[129,133,138],{"_key":130,"_type":68,"marks":131,"text":132},"9abb0f54dae20",[],"Sometimes old practices work in new environments. The Intuit team uses ",{"_key":134,"_type":68,"marks":135,"text":137},"9abb0f54dae21",[136],"f0cab3037b3a","Failure Mode Effect Analysis, (FMEA)",{"_key":139,"_type":68,"marks":140,"text":141},"9abb0f54dae22",[],", a procedure developed by the US military in 1949, to ensure that their developers understand possible points of failure before code makes it to production.",[143],{"_key":136,"_type":113,"href":144,"reference":12},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FFailure_mode_and_effects_analysis",{"_key":146,"_type":64,"children":147,"markDefs":161,"style":85},"1a6e6d0f343b",[148,152,157],{"_key":149,"_type":68,"marks":150,"text":151},"1a6e6d0f343b0",[],"The team uses ",{"_key":153,"_type":68,"marks":154,"text":156},"1a6e6d0f343b1",[155],"f6438f42eb6c","Litmus Chaos",{"_key":158,"_type":68,"marks":159,"text":160},"1a6e6d0f343b2",[]," to inject failures into their Kubernetes-based system and power their chaos engineering efforts. It’s open source and maintained by Intuit and others.",[162],{"_key":155,"_type":113,"href":163,"reference":12},"https:\u002F\u002Flitmuschaos.io\u002F",{"_key":165,"_type":64,"children":166,"markDefs":180,"style":85},"774e08e098e0",[167,171,176],{"_key":168,"_type":68,"marks":169,"text":170},"774e08e098e00",[],"If you’ve been following this series, you’d know that Intuit is a big fan of open-source software. Special shout out to ",{"_key":172,"_type":68,"marks":173,"text":175},"774e08e098e01",[174],"6a8a31f1f875","Argo Workflow",{"_key":177,"_type":68,"marks":178,"text":179},"774e08e098e02",[],", which makes their compute-intensive Kubernetes jobs work much smoother.",[181],{"_key":174,"_type":113,"href":182,"reference":12},"https:\u002F\u002Fargoproj.github.io\u002Fargo-workflows\u002F",{"_key":184,"_type":64,"children":185,"markDefs":226,"style":85},"9ee020cb1d5f",[186,190,195,199,204,208,213,217,222],{"_key":187,"_type":68,"marks":188,"text":189},"9ee020cb1d5f0",[],"Connect on LinkedIn with ",{"_key":191,"_type":68,"marks":192,"text":194},"9ee020cb1d5f1",[193],"ac2c3c3c25bd","Deepthi Panthula",{"_key":196,"_type":68,"marks":197,"text":198},"9ee020cb1d5f2",[]," and ",{"_key":200,"_type":68,"marks":201,"text":203},"9ee020cb1d5f3",[202],"fcae56e2037f","Zeeshan (Shan) Anwar",{"_key":205,"_type":68,"marks":206,"text":207},"9ee020cb1d5f4",[],".If you want to see what Stack Overflow users are saying about chaos engineering, check out ",{"_key":209,"_type":68,"marks":210,"text":212},"9ee020cb1d5f5",[211],"f78ffd22566d","Chaos engineering best practice",{"_key":214,"_type":68,"marks":215,"text":216},"9ee020cb1d5f6",[],", asked by ",{"_key":218,"_type":68,"marks":219,"text":221},"9ee020cb1d5f7",[220],"0b04172bf8a9","User NingLee",{"_key":223,"_type":68,"marks":224,"text":225},"9ee020cb1d5f8",[]," two years ago.",[227,229,231,233],{"_key":193,"_type":113,"href":228,"reference":12},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fdpanthula\u002F",{"_key":202,"_type":113,"href":230,"reference":12},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fshananwar\u002F",{"_key":211,"_type":113,"href":232,"reference":12},"https:\u002F\u002Fstackoverflow.com\u002Fquestions\u002F60523241\u002Fchaos-engineering-best-practice",{"_key":220,"_type":113,"href":234,"reference":12},"https:\u002F\u002Fstackoverflow.com\u002Fusers\u002F2485503\u002Fninglee",{"_key":236,"_type":64,"children":237,"markDefs":243,"style":85},"bc7ed66d1727",[238],{"_key":239,"_type":68,"marks":240,"text":242},"bc7ed66d17270",[241],"7064a187a5a7","TRANSCRIPT",[244],{"_key":241,"_type":113,"href":245,"reference":12},"https:\u002F\u002Fthe-stack-overflow-podcast.simplecast.com\u002Fepisodes\u002Fhow-chaos-engineering-preps-developers-for-the-ultimate-game-day\u002Ftranscript",true,"2023\u002F01\u002F25","In complex systems, you usually want to minimize chaos. Unless you're trying to find weak spots. In that case, chaos is your friend. ",{"_type":53,"asset":250},{"_ref":251,"_type":56},"image-9b75cbfbae860c151373bdf760f3ad50c4758752-1200x630-png",{"code":253,"language":254},"\u003C!-- wp:heading -->\n\u003Ch2 id=\"h-sponsored-by-intuit\">SPONSORED BY INTUIT\u003C\u002Fh2>\n\u003C!-- \u002Fwp:heading -->\n\n\u003C!-- wp:html -->\n\u003Ciframe height=\"200px\" width=\"100%\" frameborder=\"no\" scrolling=\"no\" seamless=\"\" src=\"https:\u002F\u002Fplayer.simplecast.com\u002F0211ddb5-d061-40cc-9528-36a51379586b?dark=false\">\u003C\u002Fiframe>\n\u003C!-- \u002Fwp:html -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>In complex service-oriented architectures, failure can happen in individual servers and containers, then cascade through your system. Good engineering takes into account possible failures. But how do you test whether a solution actually mitigates failures without risking the ire of your customers? That’s where chaos engineering comes in, injecting failures and uncertainty into complex systems so your team can see where your architecture breaks. \u003C\u002Fp>\n\u003C!-- \u002Fwp:paragraph -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>On this sponsored episode, our fourth in \u003Ca href=\"https:\u002F\u002Fstackoverflow.blog\u002F2023\u002F01\u002F04\u002Fbetter-developer-experience-through-ai-and-open-source\u002F\">the series with Intuit\u003C\u002Fa>, Ben and Ryan chat with Deepthi Panthula, Senior Product Manager, and Shan Anwar, Principal Software Engineer, both of \u003Ca href=\"http:\u002F\u002Fwww.intuit.com\">Intuit\u003C\u002Fa>, about using self-serve chaos engineering tools to control the blast radius of failures, how game day tests and drills keep their systems resilient, and how their investment in open-source software powers their program. \u003C\u002Fp>\n\u003C!-- \u002Fwp:paragraph -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>\u003Cstrong>Episode notes: \u003C\u002Fstrong>\u003C\u002Fp>\n\u003C!-- \u002Fwp:paragraph -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>Sometimes old practices work in new environments. The Intuit team uses \u003Ca href=\"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FFailure_mode_and_effects_analysis\">Failure Mode Effect Analysis, (FMEA)\u003C\u002Fa>, a procedure developed by the US military in 1949, to ensure that their developers understand possible points of failure before code makes it to production. \u003C\u002Fp>\n\u003C!-- \u002Fwp:paragraph -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>The team uses \u003Ca href=\"https:\u002F\u002Flitmuschaos.io\u002F\">Litmus Chaos\u003C\u002Fa> to inject failures into their Kubernetes-based system and power their chaos engineering efforts. It’s open source and maintained by Intuit and others. \u003C\u002Fp>\n\u003C!-- \u002Fwp:paragraph -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>If you’ve been following this series, you’d know that Intuit is a big fan of open-source software. Special shout out to \u003Ca href=\"https:\u002F\u002Fargoproj.github.io\u002Fargo-workflows\u002F\">Argo Workflow\u003C\u002Fa>, which makes their compute-intensive Kubernetes jobs work much smoother. \u003C\u002Fp>\n\u003C!-- \u002Fwp:paragraph -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>Connect on LinkedIn with \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fdpanthula\u002F\">Deepthi Panthula\u003C\u002Fa> and \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fshananwar\u002F\">Zeeshan (Shan) Anwar\u003C\u002Fa>.If you want to see what Stack Overflow users are saying about chaos engineering, check out \u003Ca href=\"https:\u002F\u002Fstackoverflow.com\u002Fquestions\u002F60523241\u002Fchaos-engineering-best-practice\">Chaos engineering best practice\u003C\u002Fa>, asked by \u003Ca href=\"https:\u002F\u002Fstackoverflow.com\u002Fusers\u002F2485503\u002Fninglee\">User NingLee\u003C\u002Fa> two years ago.\u003C\u002Fp>\n\u003C!-- \u002Fwp:paragraph -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>\u003Ca href=\"https:\u002F\u002Fthe-stack-overflow-podcast.simplecast.com\u002Fepisodes\u002Fhow-chaos-engineering-preps-developers-for-the-ultimate-game-day\u002Ftranscript\">TRANSCRIPT\u003C\u002Fa>\u003C\u002Fp>\n\u003C!-- \u002Fwp:paragraph -->","html","2023-01-25T14:48:25.000Z",{"current":257},"how-chaos-engineering-preps-developers-for-the-ultimate-game-day-ep-531",[259,267,271,278,283,288],{"_createdAt":260,"_id":261,"_rev":262,"_type":263,"_updatedAt":260,"slug":264,"title":266},"2023-05-23T16:43:21Z","wp-tagcat-chaos-engineering","9HpbCsT2tq0xwozQfkc4ih","blogTag",{"current":265},"chaos-engineering","chaos engineering",{"_createdAt":260,"_id":268,"_rev":262,"_type":263,"_updatedAt":260,"slug":269,"title":270},"wp-tagcat-failover",{"current":270},"failover",{"_createdAt":260,"_id":272,"_rev":273,"_type":263,"_updatedAt":274,"slug":275,"title":277},"wp-tagcat-open-source","usBIUY8SfRoXafnkrDdaLh","2025-02-28T11:18:45Z",{"current":276},"open-source","Open Source",{"_createdAt":260,"_id":279,"_rev":262,"_type":263,"_updatedAt":260,"slug":280,"title":282},"wp-tagcat-partner-content",{"current":281},"partner-content","Partner Content",{"_createdAt":260,"_id":284,"_rev":262,"_type":263,"_updatedAt":260,"slug":285,"title":287},"wp-tagcat-the-stack-overflow-podcast",{"current":286},"the-stack-overflow-podcast","the stack overflow podcast",{"_createdAt":260,"_id":289,"_rev":262,"_type":263,"_updatedAt":260,"slug":290,"title":292},"wp-tagcat-podcast",{"current":291},"podcast","The Stack Overflow Podcast","How chaos engineering preps developers for the ultimate game day (Ep. 531)",[295,301,307,313],{"_id":296,"publishedAt":297,"slug":298,"sponsored":12,"title":300},"28e560af-f0aa-4d46-bd90-f435ad604aa7","2026-06-26T14:00:27.102Z",{"_type":10,"current":299},"paging-charity-how-can-engineering-leaders-avoid-becoming-bond-villains","Paging Charity! How can engineering leaders avoid becoming Bond villains?",{"_id":302,"publishedAt":303,"slug":304,"sponsored":12,"title":306},"4b22c2a3-3779-4966-93eb-5230391dbdce","2026-06-23T14:08:58.595Z",{"_type":10,"current":305},"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":308,"publishedAt":309,"slug":310,"sponsored":12,"title":312},"5cf362e1-fe7b-45af-b69c-914731c6a052","2026-06-23T14:00:00.000Z",{"_type":10,"current":311},"the-2026-developer-survey-is-now-open-for-human-developers-only","The 2026 Developer Survey is now open (for human developers only)!",{"_id":314,"publishedAt":315,"slug":316,"sponsored":12,"title":318},"30b995f7-7cb9-4dd8-bf71-d0685940a32b","2026-06-19T14:00:00.000Z",{"_type":10,"current":317},"dispatches-from-o-reilly-from-capabilities-to-responsibilities","Dispatches from O'Reilly: From capabilities to responsibilities",{"data":320,"sourceMap":-1},{"count":321,"lastTimestamp":12},0]