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",{"_type":11,"alt":228,"asset":229},"Slide asking \"Do you need to build your own AI context layer?\" with \"own\" in bold, and \"October 2026\".",{"_ref":230,"_type":14},"image-cfa03bbf8dc5b9bc6d427b8d50d57ff5a6e07ce3-1200x630-png","2026-10-15T17:00:00.000Z",{"_type":28,"current":233},"your-team-shouldnt-build-an-ai-context-layer",[235,237,242,250,255],{"_createdAt":32,"_id":127,"_rev":128,"_type":35,"_updatedAt":129,"slug":236,"title":132},{"current":131},{"_createdAt":32,"_id":238,"_rev":34,"_type":35,"_updatedAt":32,"slug":239,"title":241},"wp-tagcat-knowledge-base",{"current":240},"knowledge-base","knowledge base",{"_createdAt":243,"_id":244,"_rev":245,"_type":35,"_updatedAt":246,"slug":247,"title":249},"2026-08-14T06:18:32Z","26d43277-b030-4e24-a28f-7b29bfa71d9b","SMZhKJIgcw4lblw5HEWqX5","2026-08-14T06:18:43Z",{"_type":28,"current":248},"context-architecture","context architecture",{"_createdAt":32,"_id":251,"_rev":34,"_type":35,"_updatedAt":32,"slug":252,"title":254},"wp-tagcat-platform-engineering",{"current":253},"platform-engineering","platform engineering",{"_createdAt":256,"_id":257,"_rev":258,"_type":35,"_updatedAt":259,"description":260,"slug":269,"title":271},"2024-09-12T10:47:51Z","1dc92c86-0099-46d4-ba5b-41e5697d43c0","6PK1Gm0YEnAcvtXN32g6bL","2024-09-17T14:27:36Z",[261],{"_key":262,"_type":103,"children":263,"markDefs":268,"style":111},"1ddad854068f",[264],{"_key":265,"_type":107,"marks":266,"text":267},"312bffce4f510",[],"Articles on business, SaaS, and the software that powers organizations.",[],{"_type":28,"current":270},"business","Business Hub","Why your platform team shouldn't build an AI context layer (even though they probably could)",{"_id":274,"author":275,"commentCount":19,"comments":20,"excerpt":280,"featureTag":16,"image":281,"publishedAt":285,"slug":286,"sponsored":16,"tags":288,"title":309},"6f51dd12-6bbb-44da-b831-d5d4eafe9de0",[276],{"_id":9,"avatar":277,"name":15,"role":16,"slug":279},{"_type":11,"asset":278},{"_ref":13,"_type":14},{"current":18},"While the whispers say that everyone is becoming a generalist, that's not where headcount is going. 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AI makes it urgent.",{"_id":477,"author":478,"commentCount":58,"comments":20,"excerpt":16,"featureTag":16,"image":483,"publishedAt":486,"slug":487,"sponsored":16,"tags":489,"title":492},"ffd0f62d-2597-4506-a15a-f073dbaae590",[479],{"_id":387,"avatar":480,"name":391,"role":16,"slug":482},{"_type":11,"asset":481},{"_ref":390,"_type":14},{"current":393},{"_type":11,"alt":484,"asset":485},"Stack Overflow: Developer Survey retrospective.",{"_ref":398,"_type":14},"2026-09-30T14:00:00.000Z",{"_type":28,"current":488},"getting-ready-for-2026-results-a-look-back-on-developer-survey-findings",[490],{"_createdAt":32,"_id":33,"_rev":34,"_type":35,"_updatedAt":32,"slug":491,"title":38},{"current":37},"Getting ready for 2026 results: A look back on Developer Survey findings",{"_id":494,"author":495,"commentCount":58,"comments":20,"excerpt":514,"featureTag":16,"image":515,"publishedAt":519,"slug":520,"sponsored":16,"tags":522,"title":529},"c10c4caa-421a-4545-b31e-be57d5cc11f4",[496,505],{"_id":497,"avatar":498,"name":501,"role":502,"slug":503},"dbdef9f7-acce-4431-8f4f-c2025df1c8c8",{"_type":11,"asset":499},{"_ref":500,"_type":14},"image-5f1073fdcf2ebde7fee8570769d9d82d21573870-2316x3088-jpg","Phoebe Sajor","Content Associate",{"_type":28,"current":504},"phoebe-sajor",{"_id":506,"avatar":507,"name":510,"role":511,"slug":512},"wp-author-285",{"_type":11,"asset":508},{"_ref":509,"_type":14},"image-30f6e867375f54c8b45633865f176554c93e4d29-1024x1024-jpg","David Gibson","Staff Data Scientist",{"current":513},"dgibson","We've learned a lot in the last three months since launching Stack Overflow for Agents, our API-first knowledge exchange for agents. Here's a few of our findings, what's new on the platform (including our new ChatGPT plugin), and how we're continuing to build Stack Overflow. ",{"_type":11,"alt":516,"asset":517},"ChatGPT interface showing the Stack Overflow for Agents plugin, offering verified knowledge for agents.",{"_ref":518,"_type":14},"image-1083bad4513e1eb539137d7a97d4e97575b562f1-1200x630-png","2026-09-16T17:00:00.000Z",{"_type":28,"current":521},"here-s-what-s-new-on-stack-overflow-for-agents",[523,525,527],{"_createdAt":32,"_id":127,"_rev":128,"_type":35,"_updatedAt":129,"slug":524,"title":132},{"current":131},{"_createdAt":464,"_id":465,"_rev":466,"_type":35,"_updatedAt":467,"slug":526,"title":470},{"_type":28,"current":469},{"_createdAt":32,"_id":40,"_rev":34,"_type":35,"_updatedAt":32,"slug":528,"title":43},{"current":42},"From better privacy to our new ChatGPT plugin, here's what's new on Stack Overflow for Agents",{"_id":531,"author":532,"commentCount":352,"comments":20,"excerpt":537,"featureTag":16,"image":538,"publishedAt":541,"slug":542,"sponsored":16,"tags":544,"title":552},"655a3604-d47b-43f0-bfa4-980faa3f32df",[533],{"_id":50,"avatar":534,"name":54,"role":55,"slug":536},{"_type":11,"asset":535},{"_ref":53,"_type":14},{"current":57},"For the past few years, we’ve been looking at ways to bring a little more of the individual developer back to Stack.",{"_type":11,"alt":539,"asset":540},"Stack Overflow graphic: \"(re)introducing Developer Story\" headline, text about turning technical resumes into engaging narratives, and a partial example developer profile.",{"_ref":327,"_type":14},"2026-09-10T18:01:54.891Z",{"_type":28,"current":543},"re-introducing-developer-story",[545,547],{"_createdAt":32,"_id":40,"_rev":34,"_type":35,"_updatedAt":32,"slug":546,"title":43},{"current":42},{"_createdAt":32,"_id":548,"_rev":34,"_type":35,"_updatedAt":32,"slug":549,"title":551},"wp-tagcat-company",{"current":550},"company","Company","(Re)introducing Developer Story",{"_id":554,"author":555,"commentCount":19,"comments":20,"excerpt":561,"featureTag":16,"image":562,"publishedAt":566,"slug":567,"sponsored":16,"tags":569,"title":605},"9abac319-a90e-4650-8f5d-849f29725e6a",[556],{"_id":557,"avatar":16,"name":558,"role":16,"slug":559},"d768da1b-e60c-4321-90a5-34cf3211435a","Dr. Gleb Tsipursky",{"_type":28,"current":560},"dr-gleb-tsipursky","Organizations cannot solve shadow AI with a document employees read once. They need to make responsible use easier than improvised use.",{"_type":11,"alt":563,"asset":564},"Robotic arms pour liquid onto a distressed person dissolving at a computer, beside a calm person typing at another computer.",{"_ref":565,"_type":14},"image-dab8e8438e824245858d2442f2fa4569fb34e027-12000x6300-jpg","2026-08-24T14:00:00.000Z",{"_type":28,"current":568},"responsible-ai-adoption-needs-developer-workflow-design",[570,572,589],{"_createdAt":32,"_id":127,"_rev":128,"_type":35,"_updatedAt":129,"slug":571,"title":132},{"current":131},{"_createdAt":573,"_id":574,"_rev":575,"_type":35,"_updatedAt":576,"description":577,"slug":586,"title":588},"2026-06-12T13:06:09Z","580bfc6a-d0d5-4b91-a69e-aca6628f2ab9","MwgZb85ftkde1TTvQlaSXI","2026-06-12T13:06:32Z",[578],{"_key":579,"_type":103,"children":580,"markDefs":585,"style":111},"cc0099d01522",[581],{"_key":582,"_type":107,"marks":583,"text":584},"e346be9fb127",[],"On living the developer life.",[],{"_type":28,"current":587},"devex","DevEx",{"_createdAt":93,"_id":94,"_rev":95,"_system":590,"_type":35,"_updatedAt":99,"description":592,"slug":604,"title":125},{"base":591},{"id":94,"rev":98},[593,598],{"_key":102,"_type":103,"children":594,"markDefs":597,"style":111},[595],{"_key":106,"_type":107,"marks":596,"text":109},[],[],{"_key":113,"_type":103,"children":599,"markDefs":602,"style":111},[600],{"_key":116,"_type":107,"marks":601,"text":119},[118],[603],{"_key":118,"_type":122},{"_type":28,"current":124},"Responsible AI adoption needs developer workflow design",{"_id":607,"author":608,"commentCount":58,"comments":20,"excerpt":619,"featureTag":16,"image":620,"publishedAt":624,"slug":625,"sponsored":16,"tags":627,"title":650},"d6558158-95fa-4a20-bd6d-53dd86eb876e",[609],{"_id":610,"avatar":611,"name":615,"role":616,"slug":617},"c7b5948b-be9d-4968-ac90-f152666912c2",{"_type":11,"alt":612,"asset":613},"A man wearing an IBM Developer shirt and glasses smiles in front of an abstract blue and white background.",{"_ref":614,"_type":14},"image-259138daae34c1b49eee8994bcb4aaddd11e16ae-1280x854-jpg","Markus Eisele","Developer advocate at IBM Research",{"_type":28,"current":618},"markus-eisele","When code gets cheap, the hard part is deciding what “correct” means and building a reliable way to check it.",{"_type":11,"alt":621,"asset":622},"A colorful, stylized digital interface resembling a radar screen with a central scanner, geometric shapes, and bar graphs.",{"_ref":623,"_type":14},"image-f67d094b96bec257c2011a99f351211c369ba0b2-12000x6300-jpg","2026-08-21T14:00:00.000Z",{"_type":28,"current":626},"dispatches-from-o-reilly-the-right-amount-of-spec-for-agentic-development",[628,644,646],{"_createdAt":629,"_id":630,"_rev":631,"_type":35,"_updatedAt":632,"description":633,"slug":642,"title":643},"2026-04-30T15:52:12Z","1ab51e82-d622-4028-83f7-8ce7b274fca9","emZKQHDZAHJQnZeDjvOucy","2026-04-30T15:52:35Z",[634],{"_key":635,"_type":103,"children":636,"markDefs":641,"style":111},"d4413570e304",[637],{"_key":638,"_type":107,"marks":639,"text":640},"95d83aa6b3ee",[],"Articles in the “Dispatches from O’Reilly” series. ",[],{"_type":28,"current":643},"oreilly",{"_createdAt":32,"_id":127,"_rev":128,"_type":35,"_updatedAt":129,"slug":645,"title":132},{"current":131},{"_createdAt":187,"_id":188,"_rev":189,"_system":647,"_type":35,"_updatedAt":193,"slug":649,"title":196},{"base":648},{"id":188,"rev":192},{"_type":28,"current":195},"Dispatches from O'Reilly: The right amount of spec for agentic development",[652,658,664],{"_id":653,"publishedAt":654,"slug":655,"title":657},"3e9f61bf-ac99-4dda-99be-643153e773f6","2026-10-30T07:40:00.000Z",{"_type":28,"current":656},"it-s-ok-that-computers-are-sometimes-better-than-us","It’s ok that computers are (sometimes) better than us",{"_id":659,"publishedAt":660,"slug":661,"title":663},"3b45bd6a-a1d0-4a4d-99f1-cd6feb56e083","2026-10-27T07:40:00.000Z",{"_type":28,"current":662},"elevators-toasters-and-the-birth-of-java","Elevators, toasters, and the birth of Java",{"_id":665,"publishedAt":666,"slug":667,"title":669},"e08e7a97-f678-4f32-8577-a5e15e31bcfb","2026-10-23T07:40:00.000Z",{"_type":28,"current":668},"rumors-of-the-saas-demise-are-greatly-exaggerated","Rumors of the SaaS demise are greatly exaggerated",[671,684,697,710,723,736,749,762,775,788,801,814],{"_id":672,"description":673,"link":682,"title":683},"355a50a4-42e1-42be-9df0-fd6a1971687a",[674],{"_key":675,"_type":103,"children":676,"markDefs":681,"style":111},"b2024e791cf7",[677],{"_key":678,"_type":107,"marks":679,"text":680},"531a078cc10c",[],"Or the more terrifying option: never-skilling.",[],"https:\u002F\u002Fnewsletter.signoz.io\u002Fp\u002Fai-isnt-replacing-sres-its-deskilling","AI isn't replacing SREs, it's deskilling them",{"_id":685,"description":686,"link":695,"title":696},"c7a087ae-a0bc-4d96-bf16-f54e139c0831",[687],{"_key":688,"_type":103,"children":689,"markDefs":694,"style":111},"44b9c3c2e460",[690],{"_key":691,"_type":107,"marks":692,"text":693},"7c3afce56c1f",[],"Finally, a way to look at the stars without the terrifying requirement of having to go outside.",[],"https:\u002F\u002Fgithub.com\u002Fda-luce\u002Fastroterm","Astroterm: A planetarium for your terminal",{"_id":698,"description":699,"link":708,"title":709},"3b3b0fc7-d846-4801-b487-2fb7be382894",[700],{"_key":701,"_type":103,"children":702,"markDefs":707,"style":111},"cdfd10d3f062",[703],{"_key":704,"_type":107,"marks":705,"text":706},"8def9d5de2a3",[],"It’s kind of like throwing the baby out with the bathwater. ",[],"https:\u002F\u002Fwww.techpolicy.press\u002Fbreaking-the-open-web-wont-stop-the-bad-bots\u002F","Breaking the open web won't stop the bad bots",{"_id":711,"description":712,"link":721,"title":722},"67896bb1-0764-41c8-bec4-ae8594e49d35",[713],{"_key":714,"_type":103,"children":715,"markDefs":720,"style":111},"b2c21ff1f69f",[716],{"_key":717,"_type":107,"marks":718,"text":719},"7d3bdced2af6",[],"It’s not procrastinating if you’re playing Minecraft for research purposes.",[],"https:\u002F\u002Flabs.ycombinator.com\u002Fprojects\u002Fgames\u002Findex.html","We ran AI agent swarms in Minecraft and Mindustry",{"_id":724,"description":725,"link":734,"title":735},"c37774d3-cf83-40d1-aabf-3b8333d05437",[726],{"_key":727,"_type":103,"children":728,"markDefs":733,"style":111},"3607faf6cd07",[729],{"_key":730,"_type":107,"marks":731,"text":732},"cbedffa5071b",[],"It's a-me, agentic Mario!",[],"https:\u002F\u002Fpepsipu.com\u002Fblog\u002F2026-10-switch2-jailbreak-ns2jb\u002F","Jailbreaking the Switch2",{"_id":737,"description":738,"link":747,"title":748},"6cf47dad-2a3b-416c-b1c9-93eed6a90894",[739],{"_key":740,"_type":103,"children":741,"markDefs":746,"style":111},"08eda7bddecb",[742],{"_key":743,"_type":107,"marks":744,"text":745},"c6fd725479e5",[],"How ironic that the sycophantic AI models think we're too sycophantic.",[],"https:\u002F\u002Fwww.modelcompare.ai\u002Fblog\u002Fai-models-controversial-take-on-humans","Every AI model has the same “controversial” take on humans",{"_id":750,"description":751,"link":760,"title":761},"7be203a6-f400-4e65-83e8-2ccdf3816a2e",[752],{"_key":753,"_type":103,"children":754,"markDefs":759,"style":111},"8f8795d723aa",[755],{"_key":756,"_type":107,"marks":757,"text":758},"2fff6ed116a2",[],"Music can literally alter our realities.",[],"https:\u002F\u002Fwww.henrikkarlsson.xyz\u002Fp\u002Fmusic","How is music possible",{"_id":763,"description":764,"link":773,"title":774},"09ab746d-9c71-436a-b73f-bbd8e5bb723f",[765],{"_key":766,"_type":103,"children":767,"markDefs":772,"style":111},"e53211bf1cdb",[768],{"_key":769,"_type":107,"marks":770,"text":771},"64da318d75fc",[],"Finally, a Wikipedia to settle arguments about what that weird building down the street used to be.",[],"https:\u002F\u002Fedjefferson.com\u002Flocalwiki\u002F","Local Wikipedia is Wikipedia, but only for things a half hour walk from you",{"_id":776,"description":777,"link":786,"title":787},"228cb659-ff13-4fc2-ad48-73bf505ca4ee",[778],{"_key":779,"_type":103,"children":780,"markDefs":785,"style":111},"a4b9801f0cf1",[781],{"_key":782,"_type":107,"marks":783,"text":784},"8672f559e978",[],"…Or sometimes it does, sometimes it doesn’t?",[],"https:\u002F\u002Fsklar.rocks\u002Fnon-determinism-doesnt-matter\u002F","Non-determinism doesn't matter",{"_id":789,"description":790,"link":799,"title":800},"3f9287e4-358d-4ada-a3bf-695d7f872267",[791],{"_key":792,"_type":103,"children":793,"markDefs":798,"style":111},"3a311787bc4c",[794],{"_key":795,"_type":107,"marks":796,"text":797},"a01f9e1f3d59",[],"Triple bend buses are the next automotive frontier.",[],"https:\u002F\u002Fwww.theautopian.com\u002Fyou-wont-believe-the-incredible-engineering-that-allows-articulated-buses-to-bend\u002F","The incredible engineering that allows articulated buses to bend",{"_id":802,"description":803,"link":812,"title":813},"d0b404cb-4322-4b4f-acc2-d514fd13f39f",[804],{"_key":805,"_type":103,"children":806,"markDefs":811,"style":111},"8442ce69edc9",[807],{"_key":808,"_type":107,"marks":809,"text":810},"b2cf49fa4fde",[],"Looks like we need to implement governance and observability into our automated trolley levers.",[],"https:\u002F\u002Fzachlandes.com\u002Ftrolley-problem\u002F","Jev meets the Trolley Problem",{"_id":815,"description":816,"link":825,"title":826},"0b56bad7-57d1-413c-8efd-4b97c8a1f840",[817],{"_key":818,"_type":103,"children":819,"markDefs":824,"style":111},"beba65bb5d89",[820],{"_key":821,"_type":107,"marks":822,"text":823},"11859ce9ec93",[],"Ah, the beautiful landscape of Doom.",[],"https:\u002F\u002Fwww.jamesfmackenzie.com\u002F2026\u002F10\u002F13\u002Fi-love-software-rendering\u002F","I love software rendering",[828,841,854,867],{"_id":829,"description":830,"link":839,"title":840},"69b20950-c604-4aed-bed8-f2bed826381e",[831],{"_key":832,"_type":103,"children":833,"markDefs":838,"style":111},"a5d001098b5e",[834],{"_key":835,"_type":107,"marks":836,"text":837},"34c447761579",[],"But he didn’t know it was going to be a hit!",[],"https:\u002F\u002Fmovies.stackexchange.com\u002Fquestions\u002F133518\u002Fwould-fredo-have-been-executed-if-he-left-cuba-with-michael","Would Fredo have been executed if he left Cuba with Michael?",{"_id":842,"description":843,"link":852,"title":853},"b66bd529-789d-4b5b-8d70-24acf212351f",[844],{"_key":845,"_type":103,"children":846,"markDefs":851,"style":111},"6e09a37c9a34",[847],{"_key":848,"_type":107,"marks":849,"text":850},"e986f70369a5",[],"One is a meticulously preserved historical collection, and the other is a graveyard of PRs.",[],"https:\u002F\u002Fenglish.stackexchange.com\u002Fquestions\u002F641789\u002Farchive-vs-repository","Archive vs repository",{"_id":855,"description":856,"link":865,"title":866},"bb3f9ecb-6c88-463f-a37d-de1f019620f2",[857],{"_key":858,"_type":103,"children":859,"markDefs":864,"style":111},"df9f9627cc5e",[860],{"_key":861,"_type":107,"marks":862,"text":863},"7cafef1d7c72",[],"This question is larger than the sum of its parts.",[],"https:\u002F\u002Fphilosophy.stackexchange.com\u002Fquestions\u002F142934\u002Fis-emergence-as-a-phenomenon-just-something-we-project-onto-reality","Is emergence as a phenomenon just something we project onto reality?",{"_id":868,"description":869,"link":878,"title":879},"c8dedbfd-170c-4ee6-afe1-27993c35245a",[870],{"_key":871,"_type":103,"children":872,"markDefs":877,"style":111},"549330fcec85",[873],{"_key":874,"_type":107,"marks":875,"text":876},"462669ba66af",[],"Just tell your project manager that your code isn't broken, it's just from the future.",[],"https:\u002F\u002Fstackoverflow.com\u002Fquestions\u002F80013344\u002Fwhy-does-my-program-work-in-c23-and-not-in-c11","Why does my program work in C23 and not in C11?",{"_id":881,"author":882,"commentCount":19,"comments":20,"excerpt":887,"featureTag":16,"image":888,"player":892,"publishedAt":896,"slug":897,"sponsored":16,"tags":899,"title":922},"744b8ec3-a144-4d46-b8f1-d7a80a534898",[883],{"_id":497,"avatar":884,"name":501,"role":502,"slug":886},{"_type":11,"asset":885},{"_ref":500,"_type":14},{"_type":28,"current":504},"Recorded at LDX3 by LeadDev, Ryan chats with Dan Moore, Senior Director of CIAM Strategy and Identity Standards at FusionAuth, about adapting established OAuth2 protocols for the agentic era, the security necessity of giving autonomous AI agents their own distinct identities, and how AI coding tools are shifting developers' focus toward solving core business problems.",{"_type":11,"alt":889,"asset":890},"The Stack Overflow Podcast cover art",{"_ref":891,"_type":14},"image-e35a0c5eb319e7928c9ac0a2c2c782d29e644876-3120x1640-png",{"_key":893,"_type":894,"url":895},"9380081e9baf","embed","https:\u002F\u002Fart19.com\u002Fshows\u002F2355b740-4531-4071-a3ab-5907a95a36d3\u002Fepisodes\u002Fff226347-d8c4-4fdc-bdfa-33d83e0ddb58\u002Fembed","2026-11-03T08:40:00.000Z",{"_type":28,"current":898},"oh-your-agents-need-oauth2-too",[900,905,909,913,915,917],{"_createdAt":32,"_id":901,"_rev":34,"_type":35,"_updatedAt":32,"slug":902,"title":904},"wp-tagcat-podcast",{"current":903},"podcast","The Stack Overflow 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too",[924,1007,1043,1072],{"_id":925,"author":926,"commentCount":19,"comments":20,"discussion":16,"excerpt":935,"featureTag":16,"image":936,"product":940,"publishedAt":995,"slug":996,"sponsored":16,"tags":998,"title":1006},"aff25b90-6c0a-41e4-b8f6-f6e24c534c7f",[927],{"_id":928,"avatar":929,"name":932,"role":16,"slug":933},"wp-author-321",{"_type":11,"asset":930},{"_ref":931,"_type":14},"image-beb9181a0e545f0f1acf4fded99f6bf4a77b4b1f-1024x1024-png","Caroline Thomas",{"current":934},"cthomas","Check out the new features and capabilities now available in Stack Internal and Stack Internal Community. Try Stack Internal for free by visiting stackinternal.com. ",{"_type":11,"alt":937,"asset":938},"Presentation slide for \"Stack Internal October 2026 Release overview\" showing an app interface with multiple project scopes like \"Vivian\" and \"Tide Team\".",{"_ref":939,"_type":14},"image-d2896e0a931ba2ad6afc31c70b61eaa24d2d7ed4-1200x630-png",{"_createdAt":941,"_id":942,"_rev":943,"_system":944,"_type":947,"_updatedAt":948,"abbr":949,"color":950,"descriptionShort":967,"features":968,"inflection":460,"marketo":460,"name":984,"nameFull":985,"plans":986,"slug":993},"2022-02-25T09:59:05Z","339bc91a-69c6-4a69-8add-a12977a22ad5","aUGu5vJZMW8mvj74UZYZiv",{"base":945},{"id":942,"rev":946},"PhasGW24ij3IO6Qup2krVc","product","2026-09-30T15:45:20Z","SOI",{"_type":951,"alpha":58,"hex":952,"hsl":953,"hsv":958,"rgb":962},"color","#2b2d6e",{"_type":954,"a":58,"h":955,"l":956,"s":957},"hslaColor",238.2089552238806,0.30000000000000004,0.4379084967320261,{"_type":959,"a":58,"h":955,"s":960,"v":961},"hsvaColor",0.6090909090909091,0.43137254901960786,{"_type":963,"a":58,"b":964,"g":965,"r":966},"rgbaColor",110,45,43,"Where developers & technologists share private knowledge with coworkers.",[969,972,975,978,981],{"_key":970,"_ref":971,"_type":14},"1d36a6b63dc4","7c088242-c7bb-4d91-93db-6f7a042b1484",{"_key":973,"_ref":974,"_type":14},"f335b465079d","productFeatureCategory-integrations",{"_key":976,"_ref":977,"_type":14},"47ec4cc75ac7","productFeatureCategory-admin-support",{"_key":979,"_ref":980,"_type":14},"0c915c1f0429","productFeatureCategory-security",{"_key":982,"_ref":983,"_type":14},"e3e4701a58d6","productFeatureCategory-community","Internal","Stack Overflow Internal",[987,990],{"_key":988,"_ref":989,"_type":14},"5d394ab03849","090566fe-d9d8-4014-bd3d-725502428be6",{"_key":991,"_ref":992,"_type":14},"ec5f82035b82","95303e50-2a79-4bcf-b317-f0fc0e44a8ef",{"_type":28,"current":994},"internal","2026-10-28T14:55:00.000Z",{"_type":28,"current":997},"delivering-controlled-and-concentrated-context",[999],{"_createdAt":1000,"_id":1001,"_rev":1002,"_type":35,"_updatedAt":1000,"slug":1003,"title":1005},"2023-05-24T12:47:27Z","dd8e316f-cd4a-4250-87fc-3503d861462e","U4EAsafBiCyNCxF55G0Viz",{"_type":28,"current":1004},"release","Releases","Delivering controlled and concentrated context",{"_id":1008,"author":1009,"commentCount":58,"comments":20,"discussion":16,"excerpt":1014,"featureTag":16,"image":1015,"product":1019,"publishedAt":1036,"slug":1037,"sponsored":16,"tags":1039,"title":1042},"7a2d88e5-ee53-4f7c-a46e-47bed1cebadf",[1010],{"_id":928,"avatar":1011,"name":932,"role":16,"slug":1013},{"_type":11,"asset":1012},{"_ref":931,"_type":14},{"current":934},"Stack Internal transforms your daily work into a living memory that’s shared with the rest of your team. Now anyone can create and share their knowledge in a Stack Internal workspace for free by visiting stackinternal.com. ",{"_type":11,"alt":1016,"asset":1017},"Release overview for Stack Internal platform launch, showing the application's chat interface with \"Get trusted answers\".",{"_ref":1018,"_type":14},"image-d08132a755affce02a3a537cfc79e17db41a0ce7-2400x1260-png",{"_createdAt":941,"_id":942,"_rev":943,"_system":1020,"_type":947,"_updatedAt":948,"abbr":949,"color":1022,"descriptionShort":967,"features":1026,"inflection":460,"marketo":460,"name":984,"nameFull":985,"plans":1032,"slug":1035},{"base":1021},{"id":942,"rev":946},{"_type":951,"alpha":58,"hex":952,"hsl":1023,"hsv":1024,"rgb":1025},{"_type":954,"a":58,"h":955,"l":956,"s":957},{"_type":959,"a":58,"h":955,"s":960,"v":961},{"_type":963,"a":58,"b":964,"g":965,"r":966},[1027,1028,1029,1030,1031],{"_key":970,"_ref":971,"_type":14},{"_key":973,"_ref":974,"_type":14},{"_key":976,"_ref":977,"_type":14},{"_key":979,"_ref":980,"_type":14},{"_key":982,"_ref":983,"_type":14},[1033,1034],{"_key":988,"_ref":989,"_type":14},{"_key":991,"_ref":992,"_type":14},{"_type":28,"current":994},"2026-09-30T16:00:00.000Z",{"_type":28,"current":1038},"anyone-can-start-building-verified-knowledge-with-stack-internal",[1040],{"_createdAt":1000,"_id":1001,"_rev":1002,"_type":35,"_updatedAt":1000,"slug":1041,"title":1005},{"_type":28,"current":1004},"Anyone can start building verified knowledge with Stack Internal",{"_id":1044,"author":1045,"commentCount":19,"comments":20,"discussion":16,"excerpt":1054,"featureTag":16,"image":16,"product":16,"publishedAt":1055,"slug":1056,"sponsored":16,"tags":1058,"title":1071},"12c6a8a7-135f-401f-ac1a-1c26c33e69c0",[1046],{"_id":1047,"avatar":1048,"name":1051,"role":16,"slug":1052},"wp-author-322",{"_type":11,"asset":1049},{"_ref":1050,"_type":14},"image-18f6d2761ac019ff008fe26312e81f2fdb998eb0-1024x1024-png","Carrie Koos",{"current":1053},"ckoos","In our 2026.6 release, we are shipping updates across administrative security, programmatic API control, developer portal integrations, and platform-wide accessibility—ensuring both your engineers and your AI agents act on verified, decision-grade knowledge.","2026-09-03T16:00:00.000Z",{"_type":28,"current":1057},"security-control-and-accessibility-si-2026-6",[1059,1061],{"_createdAt":1000,"_id":1001,"_rev":1002,"_type":35,"_updatedAt":1000,"slug":1060,"title":1005},{"_type":28,"current":1004},{"_createdAt":32,"_id":443,"_rev":444,"_system":1062,"_type":35,"_updatedAt":448,"description":1064,"slug":1070,"title":460},{"base":1063},{"id":443,"rev":447},[1065],{"_key":451,"_type":103,"children":1066,"markDefs":1069,"style":111},[1067],{"_key":454,"_type":107,"marks":1068,"text":456},[],[],{"current":459},"Elevating security, control, and accessibility: Stack Internal 2026.6",{"_id":1073,"author":1074,"commentCount":19,"comments":20,"discussion":16,"excerpt":1083,"featureTag":16,"image":1084,"product":1088,"publishedAt":1105,"slug":1106,"sponsored":16,"tags":1108,"title":1131},"adcf1bca-3295-4ac5-9b3c-23f337974190",[1075,1079],{"_id":497,"avatar":1076,"name":501,"role":502,"slug":1078},{"_type":11,"asset":1077},{"_ref":500,"_type":14},{"_type":28,"current":504},{"_id":928,"avatar":1080,"name":932,"role":16,"slug":1082},{"_type":11,"asset":1081},{"_ref":931,"_type":14},{"current":934},"Introducing new Stack Internal capabilities as part of our upcoming platform experience. Our latest release turns your existing foundation of knowledge into enterprise memory that your people, teams, and AI agents can act on. Learn how we’re building the trust layer for enterprise AI.",{"_type":11,"alt":1085,"asset":1086},"What's next for Stack Internal? The trusted knowledge layer",{"_ref":1087,"_type":14},"image-dbc519ae9932ddef6c4ff5a50d3460839204f775-1200x630-png",{"_createdAt":941,"_id":942,"_rev":943,"_system":1089,"_type":947,"_updatedAt":948,"abbr":949,"color":1091,"descriptionShort":967,"features":1095,"inflection":460,"marketo":460,"name":984,"nameFull":985,"plans":1101,"slug":1104},{"base":1090},{"id":942,"rev":946},{"_type":951,"alpha":58,"hex":952,"hsl":1092,"hsv":1093,"rgb":1094},{"_type":954,"a":58,"h":955,"l":956,"s":957},{"_type":959,"a":58,"h":955,"s":960,"v":961},{"_type":963,"a":58,"b":964,"g":965,"r":966},[1096,1097,1098,1099,1100],{"_key":970,"_ref":971,"_type":14},{"_key":973,"_ref":974,"_type":14},{"_key":976,"_ref":977,"_type":14},{"_key":979,"_ref":980,"_type":14},{"_key":982,"_ref":983,"_type":14},[1102,1103],{"_key":988,"_ref":989,"_type":14},{"_key":991,"_ref":992,"_type":14},{"_type":28,"current":994},"2026-07-30T15:10:00.000Z",{"_type":28,"current":1107},"introducing-stack-internal-new-platform-experience",[1109,1111,1121,1126],{"_createdAt":1000,"_id":1001,"_rev":1002,"_type":35,"_updatedAt":1000,"slug":1110,"title":1005},{"_type":28,"current":1004},{"_createdAt":32,"_id":443,"_rev":444,"_system":1112,"_type":35,"_updatedAt":448,"description":1114,"slug":1120,"title":460},{"base":1113},{"id":443,"rev":447},[1115],{"_key":451,"_type":103,"children":1116,"markDefs":1119,"style":111},[1117],{"_key":454,"_type":107,"marks":1118,"text":456},[],[],{"current":459},{"_createdAt":32,"_id":1122,"_rev":34,"_type":35,"_updatedAt":32,"slug":1123,"title":1125},"wp-tagcat-knowledge-management",{"current":1124},"knowledge-management","knowledge management",{"_createdAt":32,"_id":1127,"_rev":34,"_type":35,"_updatedAt":32,"slug":1128,"title":1130},"wp-tagcat-knowledge-engineering",{"current":1129},"knowledge-engineering","knowledge engineering","Your trusted knowledge layer: Introducing Stack Internal's new platform experience",{"data":1133,"sourceMap":-1},{"newsletter":1134},[1135,1142,1150,1158],{"_id":1136,"body":1137,"issue":1138,"publishedAt":16,"slug":1139,"title":1141},"fab4e036-795a-4c32-a3e3-ed01bae26353","It seems like not so long ago we were tinkering with our chatbots and marveling at how good they were at writing LinkedIn posts. Nowadays, we’re seeing real transformations in the value and creation of code from agentic AI workflows. In this Overflow, we’re looking at what happens to our SDLC when code is cheap, but good judgment, specifications, and QA are still priceless.\n\nOn Leaders of Code, we sit down with Google’s Andi Gutmans—co-creator of PHP—to discuss how managing teams of agents is the natural next chapter in software history. In our latest dispatch from O’Reilly, we’re finding out why the \"right amount of spec\" is the real secret to agentic development. We also chat with Motorola’s Suneet Malhotra on adopting a QA mindset to build reliable agentic SDLC pipelines, and explore why WordPress VIP's Brian Alvey thinks we need to build the future of our internet for both bots and humans.\n\nFrom around the web, we’ve rounded up a collection of real-world dilemmas, security traps, and digital absurdities, everything from the dangers of fake interviews to your rights as a consumer. And of course, we’re bringing you plenty of knowledge from our Stack users. This week, you might learn a thing or two about dealing with your brain-rotted kid to the ethics of solving math theories using AI. Well, what are you waiting for? We’ve got an overload of links  and thinks for you down below. ",344,{"_type":28,"current":1140},"issue-344-agentic-overload","Issue 344: Agentic overload",{"_id":1143,"body":1144,"issue":1145,"publishedAt":1146,"slug":1147,"title":1149},"c4dcfe6b-2515-48e8-addb-da5b9166f5cf","It’s easy to get caught up in the tech panic of the week, whether that’s the supposed death of SaaS or the fear of being locked into a single AI provider. But if you look a little closer, we're usually worrying about the wrong things—for example, recent survey data from Stacklok shows that while swapping out AI models is actually pretty easy, the real issue is the complex layer of infrastructure and tooling we build on top of them.\n\nSo think of this Overflow as us taking a big breath, all together now. If you’re panicking about the SaaSPocalypse, we’ve got a conversation with engineering leader Nivia Henry at LDX3 about how likely SaaS is to actually survive in the age of AI when we’re all making build vs. buy decisions. Worried about too many interfaces taking over your life? We chat with OpenAI's Andrew Ambrosino at Dev Day about how they merged ChatGPT and Codex into a unified desktop experience—and the massive technical hurdles that went with it. Anxious your vibecoded prototype will never make it to production? We’ve got a field guide this week for taking your agents from a flashy weekend demo to a production-grade system you can actually depend on.\n\nElsewhere on the web, we’re diving into the culinary panic of rescuing a broken emulsion dressing, why every AI model seems to share the exact same controversial take on humanity, and the relentless optimization of imaginary psychic warfare. Whether you’re trying to jailbreak a brand new console or just trying to figure out what that weird building down the street used to be, there’s no need to panic. Keep calm and carry on down below. We have all you need and more in this week’s links.",353,"2026-10-29",{"_type":28,"current":1148},"issue-353-there-s-no-need-to-panic","Issue 353: There's no need to panic",{"_id":1151,"body":1152,"issue":1153,"publishedAt":1154,"slug":1155,"title":1157},"ed4d0797-236a-4bf9-a2ac-4fb4de3cf78f","AI has democratized much of our technical world, giving us access to skills and information without ever having to actually learn them. But just because you can do anything nowadays doesn’t necessarily mean you should. But we don’t have to go back to the stone ages (read: the pre-AI days). Sometimes, combining our traditional ways of working with our new ways of working is all we need to do to create really great software. \n\nFor example, we sit down with Quint’s Gabriela Moreira to explore why formal methods like TLA+ are essential for catching system design flaws before writing code, and contributor to the Rust language, Josh Triplett, chats with us about how Rust's strict compiler constraints provide the psychological safety needed for complex systems (and AI coding agents). On the blog, we’re exploring the build vs. buy trolley problem—and why building in-house isn’t always the right answer—and taking a long and hard look at the future of tech jobs with a Q&A with Andela’s Cory Hymel and a little self-reflection on how we hire at Stack Overflow.\n\nElsewhere on the web, we’re diving into whether NDAs cover AI tools, how much non-determinism actually matters in your codebases, and hhow likely those new system1 decision models are to pick saving humans over saving themselves in the trolley problem. In this case, just because you can read all of this in the links below, definitely means you should.",352,"2026-10-22",{"_type":28,"current":1156},"issue-352-just-because-you-can-doesn-t-mean-you-should","Issue 352: Just because you can, doesn't mean you should",{"_id":1159,"body":1160,"issue":1161,"publishedAt":1162,"slug":1163,"title":1165},"f875cc1d-dfc3-4c60-b9f4-1e6b7a36c54a","No one can deny that times are a-changing. Luckily, you’ve got the Annual Developer Survey to help you keep up with how software, technology, and the communities around them are evolving. We’ve spent the last 16 years tracking tech trends and developer sentiment to help you get the big picture of what’s happening in software, and this year is no different (except now, the Developer Survey is old enough to drive). \n\nOn the blog, we’ve got the rundown of the big data points from this year’s survey. And if you’re more of an auditory learner, our very own Senior Analyst, Erin Yepis, is diving into our findings on the podcast. Speaking of the pod, Datadog’s Yanbing Li also joins us for a look at observability in the age of AI, and how devs can navigate the complex world of AI security.\n\nAnd in the spirit of celebrating the Developer Survey’s sweet 16, we’re asking ourselves the kind of deep questions 16 year olds have. Are there any original ideas anymore? Why is creativity so difficult? Can I just use AI to finish this hard math problem? Why doesn’t this app on my phone work anymore? Dust off your learner’s permit and drive on down below, because we have all of that and more in this week’s links.",351,"2026-10-15",{"_type":28,"current":1164},"issue-351-happy-sweet-16-developer-survey","Issue 351: Happy sweet 16, Developer Survey!"]