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But the sourcing and verification frameworks media organizations have used for centuries translate into clear engineering solutions developers can implement today.",{"_type":11,"asset":518,"attribution":160},{"_ref":519,"_type":14},"image-add2055954555b916ecd60384611e44e891d64af-12000x6300-jpg","2026-06-08T14:00:00.000Z",{"_type":18,"current":522},"what-can-500-years-of-journalism-teach-developers-about-ai-trustworthiness",[524],{"_createdAt":49,"_id":117,"_rev":118,"_type":44,"_updatedAt":119,"slug":525,"title":122},{"current":121},"What can 500 years of journalism teach developers about AI trustworthiness?",{"_id":528,"author":529,"commentCount":534,"comments":30,"excerpt":535,"featureTag":26,"image":536,"publishedAt":539,"slug":540,"sponsored":26,"tags":542,"title":568},"04e1b5f6-bb44-4266-9d18-fcc75176f0b1",[530],{"_id":9,"avatar":531,"name":15,"role":16,"slug":533},{"_type":11,"asset":532},{"_ref":13,"_type":14},{"_type":18,"current":19},2,"If AI is the new power tool for developers, is there still value in artisanal craft when anyone can be a builder?",{"_type":11,"asset":537},{"_ref":538,"_type":14},"image-6bbb40ebd3dc10366dfd21d349d0d88933b86325-12000x6300-jpg","2026-05-28T16:00:00.000Z",{"_type":18,"current":541},"artisans-and-builders",[543,547,551,553,558,560],{"_createdAt":49,"_id":544,"_rev":73,"_type":44,"_updatedAt":49,"slug":545,"title":546},"wp-tagcat-se-tech",{"current":546},"se-tech",{"_createdAt":49,"_id":548,"_rev":73,"_type":44,"_updatedAt":49,"slug":549,"title":550},"wp-tagcat-se-stackoverflow",{"current":550},"se-stackoverflow",{"_createdAt":49,"_id":117,"_rev":118,"_type":44,"_updatedAt":119,"slug":552,"title":122},{"current":121},{"_createdAt":49,"_id":554,"_rev":73,"_type":44,"_updatedAt":49,"slug":555,"title":557},"wp-tagcat-dev-life",{"current":556},"dev-life","dev 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work",{"_id":603,"author":604,"commentCount":29,"comments":30,"excerpt":613,"featureTag":26,"image":614,"publishedAt":616,"slug":617,"sponsored":26,"tags":619,"title":634},"2559ae1a-9c69-4169-8bdc-fd699223b8ad",[605],{"_id":606,"avatar":607,"name":610,"role":26,"slug":611},"3bc0e943-40e2-4ff3-aae3-1ba20fd5128d",{"_type":11,"asset":608},{"_ref":609,"_type":14},"image-d7e1e555b1c85f6382e7a537084ab08d86081558-1346x1354-png","Andrew Stellman",{"_type":18,"current":612},"andrew-stellman","Experiments in agentic engineering and AI-driven development.",{"_type":11,"asset":615,"attribution":160},{"_ref":159,"_type":14},"2026-05-22T14:00:00.000Z",{"_type":18,"current":618},"dispatches-from-o-reilly-the-accidental-orchestrator",[620,628,630,632],{"_createdAt":166,"_id":167,"_rev":168,"_type":44,"_updatedAt":169,"description":621,"slug":627,"title":180},[622],{"_key":172,"_type":59,"children":623,"markDefs":626,"style":67},[624],{"_key":175,"_type":63,"marks":625,"text":177},[],[],{"_type":18,"current":180},{"_createdAt":49,"_id":544,"_rev":73,"_type":44,"_updatedAt":49,"slug":629,"title":546},{"current":546},{"_createdAt":49,"_id":548,"_rev":73,"_type":44,"_updatedAt":49,"slug":631,"title":550},{"current":550},{"_createdAt":49,"_id":117,"_rev":118,"_type":44,"_updatedAt":119,"slug":633,"title":122},{"current":121},"Dispatches from O'Reilly: The accidental 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",[],"https:\u002F\u002Fnanochess.org\u002Fam29000_c_compiler_web_browser.html","How I developed an Am29000 C compiler and web browser",{"_id":698,"description":699,"link":708,"title":709},"38cbff28-b21d-422b-b458-aa628698496f",[700],{"_key":701,"_type":59,"children":702,"markDefs":707,"style":67},"461cac45a22d",[703],{"_key":704,"_type":63,"marks":705,"text":706},"c2d25e5a8d6e",[],"Now you can use plants to fix the dry, red eyes you get from using a different leafy green weed…",[],"https:\u002F\u002Fwww.science.org\u002Fcontent\u002Fblog-post\u002Ftaking-tip-plants-eyes","Taking a tip from plants—for the eyes?",{"_id":711,"description":712,"link":721,"title":722},"2a70dbf0-f2de-417b-ae2c-d833cfd68158",[713],{"_key":714,"_type":59,"children":715,"markDefs":720,"style":67},"f041d65b0c2e",[716],{"_key":717,"_type":63,"marks":718,"text":719},"32b84482ac56",[],"“Skeleton 150 was in terrible shape, even for a dead guy.” ",[],"https:\u002F\u002Farstechnica.com\u002Fscience\u002F2026\u002F08\u002Fmeet-the-only-known-trebuchet-casualty-in-history\u002F","Meet the only known trebuchet casualty in history",{"_id":724,"description":725,"link":734,"title":735},"77f8452d-d5e4-4d0f-9b3c-67c732898990",[726],{"_key":727,"_type":59,"children":728,"markDefs":733,"style":67},"98a6ba59dcde",[729],{"_key":730,"_type":63,"marks":731,"text":732},"0bcbd462d33c",[],"So they don’t just put, “Written by Claude,” in invisible ink at the end? ",[],"https:\u002F\u002Fdeclaude.org\u002Fwatermarking\u002F","How AI text watermarking works",{"_id":737,"description":738,"link":747,"title":748},"011e66fd-d528-4ced-b14e-e04dda813514",[739],{"_key":740,"_type":59,"children":741,"markDefs":746,"style":67},"711e8fb4b210",[742],{"_key":743,"_type":63,"marks":744,"text":745},"6c0e99a3216c",[],"Sir Isaac Newton should have been focusing on ensh*ttification instead of apples falling.",[],"https:\u002F\u002Funsung.aresluna.org\u002Fgravity-is-worth-asking-about\u002F","“Gravity is worth asking about.”",{"_id":750,"description":751,"link":760,"title":761},"17366bcb-54e3-41aa-b220-00520734cc1e",[752],{"_key":753,"_type":59,"children":754,"markDefs":759,"style":67},"ad6ef825d404",[755],{"_key":756,"_type":63,"marks":757,"text":758},"af8d8183a759",[],"“The benchmark section is where the whitepaper, ostensibly about a CPU, starts wearing an AI conference badge it found on the floor.”",[],"https:\u002F\u002Fchipsandcheese.com\u002Fp\u002Fnvidias-vera-whitepaper-has-a-thread","NVIDIA’s vera whitepaper has a thread loose",{"_id":763,"description":764,"link":773,"title":774},"bfcaeea0-1f24-4848-90e5-f3dcc791b16b",[765],{"_key":766,"_type":59,"children":767,"markDefs":772,"style":67},"193476276c8e",[768],{"_key":769,"_type":63,"marks":770,"text":771},"0a59e52e1eef",[],"In a game simulation, to be clear. ",[],"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":776,"description":777,"link":786,"title":787},"3cc516a8-dc9b-4f40-ab79-b6fcfec49ed7",[778],{"_key":779,"_type":59,"children":780,"markDefs":785,"style":67},"3e0f70113a53",[781],{"_key":782,"_type":63,"marks":783,"text":784},"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":789,"description":790,"link":799,"title":800},"e0f0f13e-9255-46a2-a8e0-affbc63a1cfc",[791],{"_key":792,"_type":59,"children":793,"markDefs":798,"style":67},"9087ac00fd1e",[794],{"_key":795,"_type":63,"marks":796,"text":797},"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":802,"description":803,"link":812,"title":813},"2e7d6d2f-a35e-4532-a48d-13282fcbe606",[804],{"_key":805,"_type":59,"children":806,"markDefs":811,"style":67},"d927629e44eb",[807],{"_key":808,"_type":63,"marks":809,"text":810},"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":815,"description":816,"link":825,"title":826},"3e359761-3373-4a89-93bf-800181fd3f97",[817],{"_key":818,"_type":59,"children":819,"markDefs":824,"style":67},"0060d46a7cdd",[820],{"_key":821,"_type":63,"marks":822,"text":823},"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":828,"description":829,"link":838,"title":839},"3f3e9b9b-a3ac-4709-9041-29c38e9b5ef3",[830],{"_key":831,"_type":59,"children":832,"markDefs":837,"style":67},"6e6d39a7e535",[833],{"_key":834,"_type":63,"marks":835,"text":836},"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",[841,854,867,880],{"_id":842,"description":843,"link":852,"title":853},"844724e5-7cd4-4acf-8c7b-43072e2344ba",[844],{"_key":845,"_type":59,"children":846,"markDefs":851,"style":67},"3b4da00fb78f",[847],{"_key":848,"_type":63,"marks":849,"text":850},"2259bda73abb",[],"Maybe evaluate the paper instead of asking ChatGPT if it was written by AI.",[],"https:\u002F\u002Facademia.stackexchange.com\u002Fquestions\u002F227469\u002Fseems-like-the-student-s-main-advisor-fully-wrote-the-paper-draft-with-ai-what","Seems like the student’s main advisor fully wrote the paper draft with AI, what to do?",{"_id":855,"description":856,"link":865,"title":866},"93080df6-77bc-49fa-af09-aa3b3b270273",[857],{"_key":858,"_type":59,"children":859,"markDefs":864,"style":67},"463b0dba26bb",[860],{"_key":861,"_type":63,"marks":862,"text":863},"3494e70b3f5c",[],"Make sure every time you say \"AI\" you do air quote fingers.",[],"https:\u002F\u002Fcseducators.stackexchange.com\u002Fquestions\u002F8407\u002Fas-a-tutor-i-have-a-7th-grader-who-wants-to-learn-python-and-her-parents-want","As a tutor, I have a 7th grader who wants to learn Python, and her parents want it tied to AI",{"_id":868,"description":869,"link":878,"title":879},"ced79de6-d71b-470b-a0c2-0a48541744e7",[870],{"_key":871,"_type":59,"children":872,"markDefs":877,"style":67},"5e672e804932",[873],{"_key":874,"_type":63,"marks":875,"text":876},"fe4aa45fcc7d",[],"Forget everything you knew about Buddhism. That's the first step to understanding Buddhism.",[],"https:\u002F\u002Fbuddhism.stackexchange.com\u002Fquestions\u002F55935\u002Fteaching-newcomers-where-is-the-line-between-meeting-someone-where-they-are-and","Teaching newcomers: where is the line between meeting someone where they are and validating their wrong views?",{"_id":881,"description":882,"link":891,"title":892},"bb8cfef6-d7fa-460c-8f6b-643b70d4aeb7",[883],{"_key":884,"_type":59,"children":885,"markDefs":890,"style":67},"7570fbde353b",[886],{"_key":887,"_type":63,"marks":888,"text":889},"0ae060d51df6",[],"Asking for an imaginary friend.",[],"https:\u002F\u002Fphilosophy.stackexchange.com\u002Fquestions\u002F140782\u002Fwhat-makes-us-perceive-something-as-real","What makes us perceive something as real?",{"_id":894,"author":895,"commentCount":29,"comments":30,"excerpt":900,"featureTag":26,"image":901,"player":905,"publishedAt":909,"slug":910,"sponsored":26,"tags":912,"title":930},"be51bbc9-85d0-4c29-bdf7-2bb5952a882e",[896],{"_id":9,"avatar":897,"name":15,"role":16,"slug":899},{"_type":11,"asset":898},{"_ref":13,"_type":14},{"_type":18,"current":19},"Ryan welcomes Suneet Malhotra, Senior Manager of Test Engineering at Motorola Solutions, to chat about building end-to-end agentic SDLC pipelines using MCPs, using Cohen’s kappa to evaluate multiple LLMs-as-judges, and how you can improve requirements by shifting QA left through a specification enrichment stage immediately after the design phase.",{"_type":11,"alt":902,"asset":903},"The Stack Overflow Podcast cover 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2026",{"_id":1156,"author":1157,"commentCount":29,"comments":30,"discussion":26,"excerpt":1162,"featureTag":26,"image":1163,"product":1166,"publishedAt":1172,"slug":1173,"sponsored":26,"tags":1175,"title":1186},"5e9053a4-07ea-447c-91ea-29e0b6228537",[1158],{"_id":1100,"avatar":1159,"name":1104,"role":1105,"slug":1161},{"_type":11,"asset":1160},{"_ref":1103,"_type":14},{"_type":18,"current":1107},"This month, we’ve launched several improvements to AI Assist, opened Chat to all users on Stack Overflow, launched custom badges across the network, and launched one of the first community-authored coding 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new at Stack Overflow: February 2026",{"data":1188,"sourceMap":-1},{"newsletter":1189},[1190,1198,1206,1214],{"_id":1191,"body":1192,"issue":1193,"publishedAt":1194,"slug":1195,"title":1197},"c5a8fcb6-f99d-4d99-9438-2badc33cc03f","We’ve talked a lot about the hype cycle ever-present in technology. And while many are still bullish about the future of AI, this issue we’re giving you a little reality check about what it’s actually like to work with AI. We sit down with Amazon Stores' McLaren Stanley to discuss what it actually takes to be \"fearlessly AI native,\" why agentic engineering is shifting bottlenecks from writing code to testing it, and how robust validation enables fearless commits. On the blog, we explore why chasing the myth of the \"100x engineer\" isn't actually the best way to drive AI adoption on your team. Plus, we chat with Render's CEO Anurag Goel about why your latest startup MVP absolutely does not need a Kubernetes cluster, and why DevOps jobs aren’t going anywhere.\n\nAnd we’re not the only ones coming back to earth about AI hype. We’ve got stories from the web this week dissecting NVIDIA’s marketing heavy Vera whitepaper, and taking a look at one dev’s human-in-the-loop game that exposed some not so great follies in AI\u002Fhuman collaboration. \n\nOne thing that’s always immune to overhype is the curious minds on the Stack sites. This week, we have knowledge for you on everything from solar eclipses, bad academic advisors, and selling your car for a just a dollar or two. In this case you can believe the hype—we really do have all of that and more ready for you below.",342,"2026-08-13",{"_type":18,"current":1196},"issue-342","Issue 342: To hype AI or to not hype AI? ",{"_id":1199,"body":1200,"issue":1201,"publishedAt":1202,"slug":1203,"title":1205},"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":1204},"issue-341-are-you-a-human-or-a-robot","Issue 341: Are you a human or a robot?",{"_id":1207,"body":1208,"issue":1209,"publishedAt":1210,"slug":1211,"title":1213},"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":1212},"issue-340-friends-in-code-places","Issue 340: Friends in code places",{"_id":1215,"body":1216,"issue":1217,"publishedAt":1218,"slug":1219,"title":1221},"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":1220},"issue-339-summertime-and-the-codin-s-easy","Issue 339: Summertime and the codin's easy"]