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work",{"_id":563,"author":564,"commentCount":29,"comments":30,"excerpt":573,"featureTag":26,"image":574,"publishedAt":576,"slug":577,"sponsored":26,"tags":579,"title":594},"2559ae1a-9c69-4169-8bdc-fd699223b8ad",[565],{"_id":566,"avatar":567,"name":570,"role":26,"slug":571},"3bc0e943-40e2-4ff3-aae3-1ba20fd5128d",{"_type":11,"asset":568},{"_ref":569,"_type":14},"image-d7e1e555b1c85f6382e7a537084ab08d86081558-1346x1354-png","Andrew Stellman",{"_type":18,"current":572},"andrew-stellman","Experiments in agentic engineering and AI-driven development.",{"_type":11,"asset":575,"attribution":102},{"_ref":101,"_type":14},"2026-05-22T14:00:00.000Z",{"_type":18,"current":578},"dispatches-from-o-reilly-the-accidental-orchestrator",[580,588,590,592],{"_createdAt":108,"_id":109,"_rev":110,"_type":44,"_updatedAt":111,"description":581,"slug":587,"title":122},[582],{"_key":114,"_type":59,"children":583,"markDefs":586,"style":67},[584],{"_key":117,"_type":63,"marks":585,"text":119},[],[],{"_type":18,"current":122},{"_createdAt":49,"_id":504,"_rev":73,"_type":44,"_updatedAt":49,"slug":589,"title":506},{"current":506},{"_createdAt":49,"_id":508,"_rev":73,"_type":44,"_updatedAt":49,"slug":591,"title":510},{"current":510},{"_createdAt":49,"_id":194,"_rev":195,"_type":44,"_updatedAt":196,"slug":593,"title":199},{"current":198},"Dispatches from O'Reilly: The accidental 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Can AI solve the problems it's causing?",{"_type":11,"asset":604,"attribution":102},{"_ref":605,"_type":14},"image-b68262988e3144def869d06ea659851286e4ffda-12000x6300-jpg","2026-05-21T14:19:27.214Z",{"_type":18,"current":608},"coding-agents-are-giving-everyone-decision-fatigue",[610,612,614,616],{"_createdAt":49,"_id":504,"_rev":73,"_type":44,"_updatedAt":49,"slug":611,"title":506},{"current":506},{"_createdAt":49,"_id":508,"_rev":73,"_type":44,"_updatedAt":49,"slug":613,"title":510},{"current":510},{"_createdAt":49,"_id":194,"_rev":195,"_type":44,"_updatedAt":196,"slug":615,"title":199},{"current":198},{"_createdAt":49,"_id":617,"_rev":618,"_type":44,"_updatedAt":619,"slug":620,"title":622},"wp-tagcat-productivity","ZP7627ZkmfDRGke9Ig9IwB","2024-01-23T15:01:58Z",{"current":621},"productivity","Productivity","Coding agents are giving everyone decision fatigue",{"_id":625,"author":626,"commentCount":147,"comments":30,"excerpt":631,"featureTag":26,"image":632,"publishedAt":635,"slug":636,"sponsored":26,"tags":638,"title":664},"5eaa4101-033f-42a8-8d2f-804c9798d7da",[627],{"_id":9,"avatar":628,"name":15,"role":16,"slug":630},{"_type":11,"asset":629},{"_ref":13,"_type":14},{"_type":18,"current":19},"In this No Dumb Questions, Phoebe is joined by Stack Overflow’s tech lead for the infrastructure team, Josh Zhang, to learn about the cloud, compute, and data centers. 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",[],"https:\u002F\u002Fscalex.dev\u002Fblog\u002Fai-agent-permissions-stats\u002F","Humans missed 1 in 3 threats approving AI agent commands across 40,000 plays",{"_id":725,"description":726,"link":735,"title":736},"3cc516a8-dc9b-4f40-ab79-b6fcfec49ed7",[727],{"_key":728,"_type":59,"children":729,"markDefs":734,"style":67},"3e0f70113a53",[730],{"_key":731,"_type":63,"marks":732,"text":733},"54b9eb907ac1",[],"So 80% of all the Princess Peach kidnappings are caused by 20% of the Bowsers? ",[],"https:\u002F\u002Fwww.mayerowitz.io\u002Fblog\u002Fmario-meets-pareto","Mario meets Pareto",{"_id":738,"description":739,"link":748,"title":749},"e0f0f13e-9255-46a2-a8e0-affbc63a1cfc",[740],{"_key":741,"_type":59,"children":742,"markDefs":747,"style":67},"9087ac00fd1e",[743],{"_key":744,"_type":63,"marks":745,"text":746},"807d86b35dcb",[],"Why isn’t tokenmaxxing on the list of words we teach English learners? ",[],"https:\u002F\u002Fpudding.cool\u002F2026\u002F07\u002Fessential-words\u002F","How the words we teach English language learners changed, and what that says about us",{"_id":751,"description":752,"link":761,"title":762},"2e7d6d2f-a35e-4532-a48d-13282fcbe606",[753],{"_key":754,"_type":59,"children":755,"markDefs":760,"style":67},"d927629e44eb",[756],{"_key":757,"_type":63,"marks":758,"text":759},"9ec2e0f8fd03",[],"Merges—the bane of both the programmer and student driver. ",[],"https:\u002F\u002Fwww.inkandswitch.com\u002Flivelymerge\u002Fnotebook\u002Flm-02\u002F","Convergence is not enough",{"_id":764,"description":765,"link":774,"title":775},"3e359761-3373-4a89-93bf-800181fd3f97",[766],{"_key":767,"_type":59,"children":768,"markDefs":773,"style":67},"0060d46a7cdd",[769],{"_key":770,"_type":63,"marks":771,"text":772},"1fa4106edef0",[],"All you need is infinite tokens to really get things done with AI. ",[],"https:\u002F\u002Fyegge.ai\u002Fessays\u002Fthe-shape-of-things-to-come\u002F","The shape of things to come",{"_id":777,"description":778,"link":787,"title":788},"3f3e9b9b-a3ac-4709-9041-29c38e9b5ef3",[779],{"_key":780,"_type":59,"children":781,"markDefs":786,"style":67},"6e6d39a7e535",[782],{"_key":783,"_type":63,"marks":784,"text":785},"64f0e73adf02",[],"Also, don’t be a meat energy source unless you want to end up in The Matrix.",[],"https:\u002F\u002Fgruhn.me\u002Fblog\u002F2026-08-03\u002F","Don't be a meat proxy",{"_id":790,"description":791,"link":800,"title":801},"93dc644f-3af3-4ee8-83a2-bd153bebb505",[792],{"_key":793,"_type":59,"children":794,"markDefs":799,"style":67},"16f823477be9",[795],{"_key":796,"_type":63,"marks":797,"text":798},"987c2a043cbf",[],"So that's where Nemo was.",[],"https:\u002F\u002Fe360.yale.edu\u002Fdigest\u002Fbenin-coral-reef","Long presumed dead, a thriving coral reef is discovered in West Africa",{"_id":803,"description":804,"link":813,"title":814},"50d17470-fbc7-4fb1-94ec-a31cb2bf60d7",[805],{"_key":806,"_type":59,"children":807,"markDefs":812,"style":67},"65b7d15d34ad",[808],{"_key":809,"_type":63,"marks":810,"text":811},"5826a15af149",[],"But can DOOM run on a vape?",[],"https:\u002F\u002Fwww.armaangomes.com\u002Fblogs\u002Fdoom\u002F","Running DOOM on our custom CPU and going viral",{"_id":816,"description":817,"link":826,"title":827},"76c52643-8b53-414f-83b9-54c6a18ce15e",[818],{"_key":819,"_type":59,"children":820,"markDefs":825,"style":67},"a7e1739ff151",[821],{"_key":822,"_type":63,"marks":823,"text":824},"439f33e2812d",[],"Odysseus would have made it home earlier if he had this.",[],"https:\u002F\u002Fthecastlemap.com\u002F","Explore 2,435 castles, fortresses & palaces worldwide",{"_id":829,"description":830,"link":839,"title":840},"289d018f-e7ec-4834-abc2-430ce6e0e521",[831],{"_key":832,"_type":59,"children":833,"markDefs":838,"style":67},"85c35f964172",[834],{"_key":835,"_type":63,"marks":836,"text":837},"9754671d6bb4",[],"Has anyone tried vibe-compiling?",[],"https:\u002F\u002Fblog.exe.dev\u002Fclaude-is-not-a-compiler","Claude is not a compiler",[842,855,868,881],{"_id":843,"description":844,"link":853,"title":854},"37d2d804-265d-4f7b-8ab5-b2920853c0e5",[845],{"_key":846,"_type":59,"children":847,"markDefs":852,"style":67},"84efc5d5c2b8",[848],{"_key":849,"_type":63,"marks":850,"text":851},"3461a47e2621",[],"Important context hidden in the comments: colleagues really don’t like this user’s advisor. ",[],"https:\u002F\u002Facademia.stackexchange.com\u002Fquestions\u002F227392\u002Fnot-letting-me-include-3-years-of-research-in-phd-thesis","Not letting me include 3 years of research in PhD thesis",{"_id":856,"description":857,"link":866,"title":867},"4effd962-31a3-425c-83b3-dd7bdf6da0a1",[858],{"_key":859,"_type":59,"children":860,"markDefs":865,"style":67},"926f8f8bd94d",[861],{"_key":862,"_type":63,"marks":863,"text":864},"0a5ba143ec7d",[],"Besides getting an extra dollar?",[],"https:\u002F\u002Flaw.stackexchange.com\u002Fquestions\u002F115228\u002Fany-advantage-to-charging-a-dollar-for-my-car","Any advantage to charging a dollar for my car?",{"_id":869,"description":870,"link":879,"title":880},"754f2756-5c47-4da5-a876-1de08ade679c",[871],{"_key":872,"_type":59,"children":873,"markDefs":878,"style":67},"c91717fbcb69",[874],{"_key":875,"_type":63,"marks":876,"text":877},"cfb309b660fb",[],"No, but there have been plenty of total eclipses of the heart.",[],"https:\u002F\u002Fastronomy.stackexchange.com\u002Fquestions\u002F62517\u002Fwill-be-or-were-there-any-solar-eclipses-with-a-duration-very-close-to-the-the","Will be, or were, there any solar eclipses with a duration very close to the theoretical maximum?",{"_id":882,"description":883,"link":892,"title":893},"acf29fcc-3c89-4488-90d6-265cdf5eb429",[884],{"_key":885,"_type":59,"children":886,"markDefs":891,"style":67},"dd70b306c860",[887],{"_key":888,"_type":63,"marks":889,"text":890},"286723afd0d4",[],"I’m pretty sure you just need to take a Ricola and you can do it. ",[],"https:\u002F\u002Fmusic.stackexchange.com\u002Fquestions\u002F144088\u002Fwhat-exactly-is-a-yodel-and-how-do-singers-make-it-happen","What exactly is a Yodel, and how do singers make it happen?",{"_id":895,"author":896,"commentCount":29,"comments":30,"excerpt":901,"featureTag":26,"image":902,"player":906,"publishedAt":910,"slug":911,"sponsored":26,"tags":913,"title":936},"9df31378-05e8-4f28-91e1-c47263721054",[897],{"_id":9,"avatar":898,"name":15,"role":16,"slug":900},{"_type":11,"asset":899},{"_ref":13,"_type":14},{"_type":18,"current":19},"Ryan is joined by Coder’s Rob Whiteley to chat about why tokenmaxxing isn’t proving real value and just triggering Goodhart’s Law, how release speed and PR merges can help you measure agentic outcomes with or without a human-in-the-loop, and what the democratization of skills means for junior developers and the talent pipeline. 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new at Stack Overflow: February 2026",{"data":1194,"sourceMap":-1},{"newsletter":1195},[1196,1204,1212,1220],{"_id":1197,"body":1198,"issue":1199,"publishedAt":1200,"slug":1201,"title":1203},"160aedc6-b182-46df-91f4-329e01a58dd3","What happens when our bots start acting more like us and we start acting more like our bots? And look, unless the robots are Robin Williams as The Bicentennial Man, it probably isn’t good. The truth is, our tools aren’t the only things evolving—the way we’re using them is changing too. This week, we’re taking a look at the good, the bad, and the slop of human-AI interactions. On the pod, WPEngine’s Ramadass Prabakar chats with us about how our online world is changing because of bots disguised as humans and what we need to do to keep human actions protected on our internet. Komodor’s Asaf Savich joins us to discuss the evolving world of AI-powered SRE and where humans still need to be in the loop for reliability. \n\nOn the blog, we’re exploring what happens when we become too attached to our developer tools in a world where those tools are constantly changing (spoiler: we stop trusting the tools we’re so attached to). And speaking of trust, we’re diving into how context is the best risk mitigation strategy for unwieldy AI-powered programs, and taking a look at the new features launching in Stack Internal that are helping build that context.\n\nFrom the web, we’ve got stories on how not to use AI in human interactions, what we can achieve with infinite tokens, and how our language—and how we learn it—is evolving. And of course, this wouldn’t be your trusty Overflow newsletter if we didn’t satiate your curiosity. If you’ve been wondering about the legality of the original Trojan Horse, if Odysseus had weird feet, or how original your academic career is, we’ve got all of that and more ready for you down below. ",341,"2026-08-06",{"_type":18,"current":1202},"issue-341-are-you-a-human-or-a-robot","Issue 341: Are you a human or a robot?",{"_id":1205,"body":1206,"issue":1207,"publishedAt":1208,"slug":1209,"title":1211},"6557fdba-b39d-48c0-8392-db804ed46c8a","Personally, we think we could all use some coding friends in this day and age. For instance, good friends give you a reality check when you need it most. In this issue, some of our buddies are here to give us a reality check on the state of software development. We sit down with Snowflake’s Umesh Unnikrishnan to break down why the future of dev is full-stack and how enterprise software is adapting to autonomous agents. We welcome back VoidZero’s Evan You and Cloudflare’s Dane Knecht to discuss Cloudflare acquiring VoidZero, proving that good friendships can keep major open-source ecosystems like Vite alive. Plus Stack’s very own Michael Foree teaches us about context engineering in the latest No Dumb Questions. \n\nIf you’re looking for something fun to do with your friends, we’ve got stories from around the web for inspiration. You could, for instance, explore one of the 2,435 castles around the world with them. Or find some deep sea coral together. Or port DOOM onto a custom CPU. And what would friendship be without some occasional tough love? No one gives out tough love better than our Stack community, who are sharing their knowledge on everything from bad teaching practices to seeing in the dark to shared memories. We have all of those links and more ready for you down below, bestie. No need to thank us. I mean, what are friends for?",340,"2026-07-30",{"_type":18,"current":1210},"issue-340-friends-in-code-places","Issue 340: Friends in code places",{"_id":1213,"body":1214,"issue":1215,"publishedAt":1216,"slug":1217,"title":1219},"5333dac4-01ea-4dbb-be60-ff90a74b8a6d","If you had asked us last summer what dev life would be like in 2026, we probably wouldn’t have guessed right. But now that the summer of 2026 is upon us, there’s not much we can do but roll with the punches and get a little tan while we can. To really celebrate the warmth of summer, this week we’ve decided to look at the sunnier side of agentic workflows. \n\nOn the pod, we’re chatting with new friends and old about how the latest tools out of Microsoft and GitHub are making code generation easier than ever—with the caveat that easier code doesn’t always mean easier work. Microsoft’s Sarah Bird shares with us how we can build more responsible AI to combat some of the negatives of agentic workflows, and what research is saying about responsible human-AI collaboration. And what feels like summer more than catching up with longtime pals? GitHub dev advocate née Stack pod host Cassidy Williams returns to weigh-in on the newest updates to GitHub Copilot and the current state of the developer community.\n\nBeyond the blog, we’re dipping our toes into the vast pool of interesting internet stories, covering everything from the joys of piracy to the latest ways to fool AI. And get your sunblock out—this week’s round-up of burning questions from our community is in. Whether you’re dealing with scammers or bad collaborators, like an umbrella on a hot beach day, the curious minds of the Stack community got you covered. It’s looking like it’s going to be a scorcher—might as well dive right in at the links below.",339,"2026-07-23",{"_type":18,"current":1218},"issue-339-summertime-and-the-codin-s-easy","Issue 339: Summertime and the codin's easy",{"_id":1221,"body":1222,"issue":1223,"publishedAt":1224,"slug":1225,"title":1227},"b5954d4e-0b0d-4f3e-8704-2406ef1f2406","The world of software development has always been about big booms and tectonic shifts in the industry. You know as well as we do that AI has been one of those cultural shakers. Even now, after the first wave of changes have rocked our technical worlds, we’re still feeling aftershocks. This week is all about those smaller shifts and what they mean for software. Live from Microsoft Build, Microsoft’s Jay Parikh joined us to discuss how even agent harnesses are getting a major evolution with Microsoft’s newest releases. You.com’s Saahil Jain also sat down with us to explore the big changes we’ve seen in AI tools since 2024, and why heavy orchestration is a thing of the past.\n\nAnd it’s not just the harnesses and architecture that are changing around AI. We’ve basically added more layers of abstraction on top of our abstractions, which is why we have a piece from the web this week on controlling ideas instead of code. But abstracting everything is gonna cost ya: we’ve got the story of token costs between models, so you can be well-informed when you someday abstract your entire life away.\n\nBut not everything in our bits and binary world is feeling earth-rocking shifts on the daily. No, one thing is always going to stay stable: the curiosity of our Stack community, who ask the questions we're all wondering about. For instance…what’s the likelihood of death by space debris? Does Lex Luthor use KryptonGPT? How did this rusty screw get in my laundry? Let’s not shake things up too much and end this Overflow like we always do. We've got all that and more ready for you down below.",338,"2026-07-16",{"_type":18,"current":1226},"issue-338-an-earth-rattling-change-in-software","Issue 338: An earth rattling change in software"]