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Machine learning and autonomous agents are changing the question entirely, shifting from \"does this match a known pattern?\" to \"does this actually make sense in context?\"",{"_type":11,"asset":501,"attribution":403},{"_ref":502,"_type":15},"image-1842af09277124c00aa4c015f2852dba5b225e1a-3000x1575-jpg","2026-07-06T15:23:34.559Z",{"_type":19,"current":505},"when-the-sensor-starts-thinking-snortml-agentic-ai-and-the-evolving-architecture-of-intrusion-detection",[507,509],{"_createdAt":43,"_id":67,"_rev":68,"_type":49,"_updatedAt":69,"slug":508,"title":72},{"current":71},{"_createdAt":261,"_id":262,"_rev":263,"_system":510,"_type":49,"_updatedAt":267,"description":512,"slug":524,"title":290},{"base":511},{"id":262,"rev":266},[513,518],{"_key":270,"_type":54,"children":514,"markDefs":517,"style":62},[515],{"_key":273,"_type":58,"marks":516,"text":275},[],[],{"_key":278,"_type":54,"children":519,"markDefs":522,"style":62},[520],{"_key":281,"_type":58,"marks":521,"text":284},[283],[523],{"_key":283,"_type":287},{"_type":19,"current":289},"When the sensor starts thinking: SnortML, agentic AI, and the evolving architecture of intrusion detection",{"_id":527,"author":528,"commentCount":30,"comments":31,"excerpt":538,"featureTag":33,"image":539,"publishedAt":542,"slug":543,"sponsored":33,"tags":545,"title":554},"28e560af-f0aa-4d46-bd90-f435ad604aa7",[529],{"_id":530,"avatar":531,"name":534,"role":535,"slug":536},"wp-author-cap-17222",{"_type":11,"asset":532},{"_ref":533,"_type":15},"image-8425edaa2e3df1074eddd801e1a6d286f670a62b-400x400-jpg","Charity Majors","CTO at Honeycomb",{"current":537},"charity-majors","If you want your values to spread throughout the industry, the best thing you can possibly do is succeed and make others want to imitate you.",{"_type":11,"asset":540,"attribution":403},{"_ref":541,"_type":15},"image-5db364b135f49cf4d811889432c3e987476671b2-12000x6300-jpg","2026-06-26T14:00:27.102Z",{"_type":19,"current":544},"paging-charity-how-can-engineering-leaders-avoid-becoming-bond-villains",[546],{"_createdAt":244,"_id":245,"_rev":246,"_type":49,"_updatedAt":247,"description":547,"slug":553,"title":259},[548],{"_key":250,"_type":54,"children":549,"markDefs":552,"style":62},[550],{"_key":253,"_type":58,"marks":551,"text":255},[],[],{"_type":19,"current":258},"Paging Charity! How can engineering leaders avoid becoming Bond villains?",{"_id":556,"author":557,"commentCount":562,"comments":31,"excerpt":563,"featureTag":33,"image":564,"publishedAt":567,"slug":568,"sponsored":33,"tags":570,"title":586},"5cf362e1-fe7b-45af-b69c-914731c6a052",[558],{"_id":429,"avatar":559,"name":433,"role":33,"slug":561},{"_type":11,"asset":560},{"_ref":432,"_type":15},{"current":435},5,"Once again, we're asking for your help to take the temperature of software development. ",{"_type":11,"asset":565},{"_ref":566,"_type":15},"image-954fb459cfd27fc59dbf6043944ed483dac78d8d-1200x630-png","2026-06-23T14:00:00.000Z",{"_type":19,"current":569},"the-2026-developer-survey-is-now-open-for-human-developers-only",[571,576,584],{"_createdAt":43,"_id":572,"_rev":83,"_type":49,"_updatedAt":43,"slug":573,"title":575},"wp-tagcat-survey",{"current":574},"survey","Survey",{"_createdAt":244,"_id":245,"_rev":246,"_type":49,"_updatedAt":247,"description":577,"slug":583,"title":259},[578],{"_key":250,"_type":54,"children":579,"markDefs":582,"style":62},[580],{"_key":253,"_type":58,"marks":581,"text":255},[],[],{"_type":19,"current":258},{"_createdAt":43,"_id":190,"_rev":83,"_type":49,"_updatedAt":43,"slug":585,"title":193},{"current":192},"The 2026 Developer Survey is now open (for human developers only)!",{"_id":588,"author":589,"commentCount":175,"comments":31,"excerpt":598,"featureTag":33,"image":599,"publishedAt":601,"slug":602,"sponsored":33,"tags":604,"title":607},"30b995f7-7cb9-4dd8-bf71-d0685940a32b",[590],{"_id":591,"avatar":592,"name":595,"role":33,"slug":596},"c1aa8f5d-a3af-4017-b436-815724b5a00c",{"_type":11,"asset":593},{"_ref":594,"_type":15},"image-fe64aded5bb90b5655d1bf9ac459f35d03bd24d4-200x200-jpg","Artur Huk",{"_type":19,"current":597},"artur-huk","Designing contract-bound AI agents for high-stakes execution.",{"_type":11,"asset":600},{"_ref":309,"_type":15},"2026-06-19T14:00:00.000Z",{"_type":19,"current":603},"dispatches-from-o-reilly-from-capabilities-to-responsibilities",[605],{"_createdAt":43,"_id":67,"_rev":68,"_type":49,"_updatedAt":69,"slug":606,"title":72},{"current":71},"Dispatches from O'Reilly: From capabilities to responsibilities",{"_id":609,"author":610,"commentCount":619,"comments":31,"excerpt":620,"featureTag":33,"image":621,"publishedAt":624,"slug":625,"sponsored":33,"tags":627,"title":649},"62aab15a-015a-4bf2-8b3e-b94cc3569770",[611],{"_id":612,"avatar":613,"name":616,"role":33,"slug":617},"1b045da2-7df9-4938-ae0e-7a485b4da10d",{"_type":11,"asset":614},{"_ref":615,"_type":15},"image-225a75f6f91647dcd121a92f7d10dd8113d25f12-500x500-jpg"," Fabio Salvadori",{"_type":19,"current":618},"fabio-salvadori",6,"How attackers took twenty thousand Instagram accounts by asking Meta's AI politely, and why that failure is about to become common.",{"_type":11,"asset":622,"attribution":403},{"_ref":623,"_type":15},"image-cdf357e1d2df3af2d771981b5597c1a222b5606b-2400x1260-jpg","2026-06-17T14:00:00.000Z",{"_type":19,"current":626},"ai-agents-expose-the-security-checks-you-never-actually-wrote",[628,632],{"_createdAt":43,"_id":629,"_rev":83,"_type":49,"_updatedAt":43,"slug":630,"title":631},"wp-tagcat-security",{"current":631},"security",{"_createdAt":633,"_id":634,"_rev":635,"_type":49,"_updatedAt":636,"description":637,"slug":646,"title":648},"2026-06-15T15:00:53Z","c9310194-f231-4342-a4aa-df4ad0452efe","MwgZb85ftkde1TTvSyOi3l","2026-06-15T15:01:32Z",[638],{"_key":639,"_type":54,"children":640,"markDefs":645,"style":62},"ef6a7da8a160",[641],{"_key":642,"_type":58,"marks":643,"text":644},"bca8dd798afb",[],"Everything that happens after the commit. ",[],{"_type":19,"current":647},"running-software","Running software","AI agents are a confused deputy with the keys to your kingdom",{"_id":651,"author":652,"commentCount":30,"comments":31,"excerpt":657,"featureTag":33,"image":658,"publishedAt":660,"slug":661,"sponsored":33,"tags":663,"title":672},"23e1948f-fca0-44d8-acc7-03d52e5e5b5e",[653],{"_id":530,"avatar":654,"name":534,"role":535,"slug":656},{"_type":11,"asset":655},{"_ref":533,"_type":15},{"current":537},"Capacity is one of the hardest problems because it sits at the knotty, gnarled-up intersection of so many other hard problems.",{"_type":11,"asset":659,"attribution":403},{"_ref":541,"_type":15},"2026-06-12T14:00:00.000Z",{"_type":19,"current":662},"what-s-the-facts-charity-how-do-i-get-my-leaders-to-stop-running-teams-into-the-ground",[664],{"_createdAt":244,"_id":245,"_rev":246,"_type":49,"_updatedAt":247,"description":665,"slug":671,"title":259},[666],{"_key":250,"_type":54,"children":667,"markDefs":670,"style":62},[668],{"_key":253,"_type":58,"marks":669,"text":255},[],[],{"_type":19,"current":258},"Paging Charity? How do I get my leaders to stop running teams Into the ground?",[674,680,686],{"_id":675,"publishedAt":676,"slug":677,"title":679},"54229ad2-0556-4c51-8f91-fdbae9d12a6e","2026-09-25T07:40:00.000Z",{"_type":19,"current":678},"professional-skepticism-is-a-dev-s-best-skill","Professional skepticism is a dev’s best skill",{"_id":681,"publishedAt":682,"slug":683,"title":685},"d1dcc7aa-a336-44c6-bc74-5579f00d71a1","2026-09-23T04:40:00.000Z",{"_type":19,"current":684},"multiplayer-ai-why-your-team-and-its-agents-need-a-group-chat","Multiplayer AI: Why your team (and its agents) need a group chat",{"_id":687,"publishedAt":688,"slug":689,"title":691},"ff7ebfaf-2c77-42f0-b979-971af7d74278","2026-09-22T07:40:00.000Z",{"_type":19,"current":690},"haters-think-ai-can-t-gpu-code-this-ll-rocm","Haters think AI agents can't write GPU code? This'll ROCm",[693,706,719,732,745,758,771,784,797,810,832,845],{"_id":694,"description":695,"link":704,"title":705},"535c9ce9-2336-4199-9327-ba942ce5bab4",[696],{"_key":697,"_type":54,"children":698,"markDefs":703,"style":62},"fb4fc7ce8644",[699],{"_key":700,"_type":58,"marks":701,"text":702},"3c8b1a5841dc",[],"Being a streamer is actually very technical, thank you very much.",[],"https:\u002F\u002Fyashgarg.dev\u002Fposts\u002Fhijacking-ps5-rtmp-stream\u002F","Hijacking the PS5's RTMP Stream",{"_id":707,"description":708,"link":717,"title":718},"63bb614f-eac3-44e6-8ef4-38c7db5d50dd",[709],{"_key":710,"_type":54,"children":711,"markDefs":716,"style":62},"4315c79a905b",[712],{"_key":713,"_type":58,"marks":714,"text":715},"21f430e0bcf2",[],"Film restoration is kind of punk, ain’t it? ",[],"https:\u002F\u002Fmubi.com\u002Fen\u002Fnotebook\u002Fposts\u002Fpirating-the-pirates","Pirating the pirates",{"_id":720,"description":721,"link":730,"title":731},"511b7340-d875-4912-aff4-938bd00f21e9",[722],{"_key":723,"_type":54,"children":724,"markDefs":729,"style":62},"c036d6661bbe",[725],{"_key":726,"_type":58,"marks":727,"text":728},"eec99a5bff1f",[],"I guess the solution to containment breaches is to put the containment box inside another box.",[],"https:\u002F\u002Fwww.cnbc.com\u002F2026\u002F09\u002F28\u002Fnvidia-releases.html","Nvidia releases software platform to stop AI agents from misbehaving",{"_id":733,"description":734,"link":743,"title":744},"f9042672-844a-441d-977e-63b3353b5f84",[735],{"_key":736,"_type":54,"children":737,"markDefs":742,"style":62},"83e6fd6df5ee",[738],{"_key":739,"_type":58,"marks":740,"text":741},"143fe4246df9",[],"The Dunning-Kruger effect is strong nowadays.",[],"https:\u002F\u002Fblog.alexewerlof.com\u002Fp\u002Fcoding-is-not-solved","Coding is NOT solved",{"_id":746,"description":747,"link":756,"title":757},"033baf65-2f96-4027-a03c-1140f471e812",[748],{"_key":749,"_type":54,"children":750,"markDefs":755,"style":62},"cdcdea0e7d9d",[751],{"_key":752,"_type":58,"marks":753,"text":754},"43e090dc8b38",[],"Fear mongering is not a logical path to policy change.",[],"https:\u002F\u002Fmatthewbutterick.com\u002Fchron\u002Fdrop-dead.html","Big AI to humanity: drop dead",{"_id":759,"description":760,"link":769,"title":770},"75dec562-0237-472f-8aac-460ef1ad6c6d",[761],{"_key":762,"_type":54,"children":763,"markDefs":768,"style":62},"b9d6121525eb",[764],{"_key":765,"_type":58,"marks":766,"text":767},"fb2f861dc6cb",[],"If you're in a rush, they work against you.",[],"https:\u002F\u002Fpractical.engineering\u002Fblog\u002F2019\u002F5\u002F11\u002Fhow-do-traffic-signals-work","How do traffic signals work?",{"_id":772,"description":773,"link":782,"title":783},"93789def-d823-4a59-aad2-6e1a019f1c7f",[774],{"_key":775,"_type":54,"children":776,"markDefs":781,"style":62},"b7b6a55c5910",[777],{"_key":778,"_type":58,"marks":779,"text":780},"312bde6a1e6c",[],"Can't use bad signal as an excuse for ghosting anymore.",[],"https:\u002F\u002Fspectrum.ieee.org\u002Fhermes-shortwave-radio-digital-data","How HERMES uses the ionosphere to link remote communities",{"_id":785,"description":786,"link":795,"title":796},"9bb02a47-c61e-4cb1-b783-f0e3623b679b",[787],{"_key":788,"_type":54,"children":789,"markDefs":794,"style":62},"42798df0fa10",[790],{"_key":791,"_type":58,"marks":792,"text":793},"579a864dea42",[],"But love is all you need?",[],"https:\u002F\u002Falicegg.tech\u002F2026\u002F09\u002F21\u002Fattention","Attention is all you have",{"_id":798,"description":799,"link":808,"title":809},"678f2348-b60c-4e59-918e-8e0aff1acbaf",[800],{"_key":801,"_type":54,"children":802,"markDefs":807,"style":62},"4e2179d357b0",[803],{"_key":804,"_type":58,"marks":805,"text":806},"d0a8e98651dc",[],"Gotta love a design doc about writing design docs.",[],"https:\u002F\u002Frefactoringenglish.com\u002Fexcerpts\u002Fwrite-an-effective-design-doc\u002F","How to write an effective software design document",{"_id":811,"description":812,"link":830,"title":831},"69d1c545-1ef0-4d77-ad5f-9b518152ac8a",[813],{"_key":814,"_type":54,"children":815,"markDefs":829,"style":62},"1b986b4df9e2",[816,820,825],{"_key":817,"_type":58,"marks":818,"text":819},"d7e021809aa0",[],"Three is ",{"_key":821,"_type":58,"marks":822,"text":824},"971e27904190",[823],"em","not",{"_key":826,"_type":58,"marks":827,"text":828},"74a8236ff05b",[]," the magic number in quantum physics.",[],"https:\u002F\u002Fwww.threebodyorbits.com\u002F","An atlas of periodic solutions to the three-body problem",{"_id":833,"description":834,"link":843,"title":844},"032936f1-a11a-483b-b041-906d3eec9fc8",[835],{"_key":836,"_type":54,"children":837,"markDefs":842,"style":62},"e8ec19e50d9d",[838],{"_key":839,"_type":58,"marks":840,"text":841},"c3275b1c09ee",[],"“It’s now possible to produce a PhD thesis one hasn’t even read.”",[],"https:\u002F\u002Fwww.daniellitt.com\u002Fblog\u002F2026\u002F9\u002F13\u002Fa-beginning-for-mathematics\u002F","A beginning for mathematics",{"_id":846,"description":847,"link":856,"title":857},"dff8dbac-ddbd-4f8e-b006-b574f979f99c",[848],{"_key":849,"_type":54,"children":850,"markDefs":855,"style":62},"dd1d568e8cfb",[851],{"_key":852,"_type":58,"marks":853,"text":854},"cae7c545500a",[],"The LLM jury is still out on this one.",[],"https:\u002F\u002Fwww.amazon.science\u002Fblog\u002Fwhen-llm-judges-agree-should-we-believe-them","When LLM judges agree, should we believe them?",[859,872,885,898],{"_id":860,"description":861,"link":870,"title":871},"4edc537b-b4d7-480d-b2c6-114ef6ee44b2",[862],{"_key":863,"_type":54,"children":864,"markDefs":869,"style":62},"82cf421c557a",[865],{"_key":866,"_type":58,"marks":867,"text":868},"3da0d8628f37",[],"AI news is overhyped and misleading? Who would have guessed!",[],"https:\u002F\u002Fphilosophy.stackexchange.com\u002Fquestions\u002F142170\u002Fhow-to-distinguish-between-pragmatically-useful-versus-epistemically-misleading","How to distinguish between pragmatically useful versus epistemically misleading metaphors in AI?",{"_id":873,"description":874,"link":883,"title":884},"1f2dbe33-f9fd-49e8-b0cb-ded09592838d",[875],{"_key":876,"_type":54,"children":877,"markDefs":882,"style":62},"81ba2f3bc975",[878],{"_key":879,"_type":58,"marks":880,"text":881},"c6896eac7984",[],"Being super vague is the bread and butter of contract law.",[],"https:\u002F\u002Flaw.stackexchange.com\u002Fquestions\u002F115641\u002Fcan-an-email-be-used-to-show-that-an-employer-misrepresented-a-contract","Can an email be used to show that an employer misrepresented a contract?",{"_id":886,"description":887,"link":896,"title":897},"33573707-a80d-46c5-915d-dfdf27877c5a",[888],{"_key":889,"_type":54,"children":890,"markDefs":895,"style":62},"a30d4b3a123a",[891],{"_key":892,"_type":58,"marks":893,"text":894},"c13e78daa735",[],"Academic elitism at its finest. ",[],"https:\u002F\u002Facademia.stackexchange.com\u002Fquestions\u002F227746\u002Fare-reviews-seen-as-lesser-publications-than-primary-research","Are reviews seen as lesser publications than primary research?",{"_id":899,"description":900,"link":909,"title":910},"0f066392-d2bf-4f1b-8de2-1f18044a2b70",[901],{"_key":902,"_type":54,"children":903,"markDefs":908,"style":62},"d5970084fa12",[904],{"_key":905,"_type":58,"marks":906,"text":907},"afa7af28f267",[],"Try a floppy disc?",[],"https:\u002F\u002Fretrocomputing.stackexchange.com\u002Fquestions\u002F32870\u002Fhow-to-back-up-the-contents-of-a-video-cd-correctly","How to back up the contents of a video CD correctly?",{"_id":912,"author":913,"commentCount":30,"comments":31,"excerpt":918,"featureTag":33,"image":919,"player":923,"publishedAt":927,"slug":928,"sponsored":33,"tags":930,"title":953},"de7402bc-e47f-4b31-999d-f83f9860ff5d",[914],{"_id":158,"avatar":915,"name":162,"role":163,"slug":917},{"_type":11,"asset":916},{"_ref":161,"_type":15},{"_type":19,"current":165},"Ryan sits down with Div Garg, CEO at AGI Inc., to talk about running AI agents entirely on mobile devices, optimizing models for edge computing chips, and building safety mechanisms into autonomous app interactions. 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Now anyone can create and share their knowledge in a Stack Internal workspace for free by visiting stackinternal.com. ",{"_type":11,"alt":968,"asset":969},"Release overview for Stack Internal platform launch, showing the application's chat interface with \"Get trusted answers\".",{"_ref":970,"_type":15},"image-d08132a755affce02a3a537cfc79e17db41a0ce7-2400x1260-png",{"_createdAt":972,"_id":973,"_rev":974,"_system":975,"_type":978,"_updatedAt":979,"abbr":980,"color":981,"descriptionShort":998,"features":999,"inflection":65,"marketo":65,"name":1015,"nameFull":1016,"plans":1017,"slug":1024},"2022-02-25T09:59:05Z","339bc91a-69c6-4a69-8add-a12977a22ad5","aUGu5vJZMW8mvj74UZYZiv",{"base":976},{"id":973,"rev":977},"PhasGW24ij3IO6Qup2krVc","product","2026-09-30T15:45:20Z","SOI",{"_type":982,"alpha":175,"hex":983,"hsl":984,"hsv":989,"rgb":993},"color","#2b2d6e",{"_type":985,"a":175,"h":986,"l":987,"s":988},"hslaColor",238.2089552238806,0.30000000000000004,0.4379084967320261,{"_type":990,"a":175,"h":986,"s":991,"v":992},"hsvaColor",0.6090909090909091,0.43137254901960786,{"_type":994,"a":175,"b":995,"g":996,"r":997},"rgbaColor",110,45,43,"Where developers & technologists share private knowledge with coworkers.",[1000,1003,1006,1009,1012],{"_key":1001,"_ref":1002,"_type":15},"1d36a6b63dc4","7c088242-c7bb-4d91-93db-6f7a042b1484",{"_key":1004,"_ref":1005,"_type":15},"f335b465079d","productFeatureCategory-integrations",{"_key":1007,"_ref":1008,"_type":15},"47ec4cc75ac7","productFeatureCategory-admin-support",{"_key":1010,"_ref":1011,"_type":15},"0c915c1f0429","productFeatureCategory-security",{"_key":1013,"_ref":1014,"_type":15},"e3e4701a58d6","productFeatureCategory-community","Internal","Stack Overflow Internal",[1018,1021],{"_key":1019,"_ref":1020,"_type":15},"5d394ab03849","090566fe-d9d8-4014-bd3d-725502428be6",{"_key":1022,"_ref":1023,"_type":15},"ec5f82035b82","95303e50-2a79-4bcf-b317-f0fc0e44a8ef",{"_type":19,"current":1025},"internal","2026-09-30T16:00:00.000Z",{"_type":19,"current":1028},"anyone-can-start-building-verified-knowledge-with-stack-internal",[1030],{"_createdAt":1031,"_id":1032,"_rev":1033,"_type":49,"_updatedAt":1031,"slug":1034,"title":1036},"2023-05-24T12:47:27Z","dd8e316f-cd4a-4250-87fc-3503d861462e","U4EAsafBiCyNCxF55G0Viz",{"_type":19,"current":1035},"release","Releases","Anyone can start building verified knowledge with Stack Internal",{"_id":1039,"author":1040,"commentCount":30,"comments":31,"discussion":33,"excerpt":1049,"featureTag":33,"image":33,"product":33,"publishedAt":1050,"slug":1051,"sponsored":33,"tags":1053,"title":1066},"12c6a8a7-135f-401f-ac1a-1c26c33e69c0",[1041],{"_id":1042,"avatar":1043,"name":1046,"role":33,"slug":1047},"wp-author-322",{"_type":11,"asset":1044},{"_ref":1045,"_type":15},"image-18f6d2761ac019ff008fe26312e81f2fdb998eb0-1024x1024-png","Carrie Koos",{"current":1048},"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":19,"current":1052},"security-control-and-accessibility-si-2026-6",[1054,1056],{"_createdAt":1031,"_id":1032,"_rev":1033,"_type":49,"_updatedAt":1031,"slug":1055,"title":1036},{"_type":19,"current":1035},{"_createdAt":43,"_id":44,"_rev":45,"_system":1057,"_type":49,"_updatedAt":50,"description":1059,"slug":1065,"title":65},{"base":1058},{"id":44,"rev":48},[1060],{"_key":53,"_type":54,"children":1061,"markDefs":1064,"style":62},[1062],{"_key":57,"_type":58,"marks":1063,"text":60},[],[],{"current":64},"Elevating security, control, and accessibility: Stack Internal 2026.6",{"_id":1068,"author":1069,"commentCount":30,"comments":31,"discussion":33,"excerpt":1078,"featureTag":33,"image":1079,"product":1083,"publishedAt":1100,"slug":1101,"sponsored":33,"tags":1103,"title":1126},"adcf1bca-3295-4ac5-9b3c-23f337974190",[1070,1074],{"_id":158,"avatar":1071,"name":162,"role":163,"slug":1073},{"_type":11,"asset":1072},{"_ref":161,"_type":15},{"_type":19,"current":165},{"_id":959,"avatar":1075,"name":963,"role":33,"slug":1077},{"_type":11,"asset":1076},{"_ref":962,"_type":15},{"current":965},"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":1080,"asset":1081},"What's next for Stack Internal? The trusted knowledge layer",{"_ref":1082,"_type":15},"image-dbc519ae9932ddef6c4ff5a50d3460839204f775-1200x630-png",{"_createdAt":972,"_id":973,"_rev":974,"_system":1084,"_type":978,"_updatedAt":979,"abbr":980,"color":1086,"descriptionShort":998,"features":1090,"inflection":65,"marketo":65,"name":1015,"nameFull":1016,"plans":1096,"slug":1099},{"base":1085},{"id":973,"rev":977},{"_type":982,"alpha":175,"hex":983,"hsl":1087,"hsv":1088,"rgb":1089},{"_type":985,"a":175,"h":986,"l":987,"s":988},{"_type":990,"a":175,"h":986,"s":991,"v":992},{"_type":994,"a":175,"b":995,"g":996,"r":997},[1091,1092,1093,1094,1095],{"_key":1001,"_ref":1002,"_type":15},{"_key":1004,"_ref":1005,"_type":15},{"_key":1007,"_ref":1008,"_type":15},{"_key":1010,"_ref":1011,"_type":15},{"_key":1013,"_ref":1014,"_type":15},[1097,1098],{"_key":1019,"_ref":1020,"_type":15},{"_key":1022,"_ref":1023,"_type":15},{"_type":19,"current":1025},"2026-07-30T15:10:00.000Z",{"_type":19,"current":1102},"introducing-stack-internal-new-platform-experience",[1104,1106,1116,1121],{"_createdAt":1031,"_id":1032,"_rev":1033,"_type":49,"_updatedAt":1031,"slug":1105,"title":1036},{"_type":19,"current":1035},{"_createdAt":43,"_id":44,"_rev":45,"_system":1107,"_type":49,"_updatedAt":50,"description":1109,"slug":1115,"title":65},{"base":1108},{"id":44,"rev":48},[1110],{"_key":53,"_type":54,"children":1111,"markDefs":1114,"style":62},[1112],{"_key":57,"_type":58,"marks":1113,"text":60},[],[],{"current":64},{"_createdAt":43,"_id":1117,"_rev":83,"_type":49,"_updatedAt":43,"slug":1118,"title":1120},"wp-tagcat-knowledge-management",{"current":1119},"knowledge-management","knowledge management",{"_createdAt":43,"_id":1122,"_rev":83,"_type":49,"_updatedAt":43,"slug":1123,"title":1125},"wp-tagcat-knowledge-engineering",{"current":1124},"knowledge-engineering","knowledge engineering","Your trusted knowledge layer: Introducing Stack Internal's new platform experience",{"_id":1128,"author":1129,"commentCount":30,"comments":31,"discussion":33,"excerpt":1139,"featureTag":33,"image":1140,"product":1143,"publishedAt":1160,"slug":1161,"sponsored":33,"tags":1163,"title":1166},"eb5b66eb-9410-4329-83bb-22bbff39402a",[1130],{"_id":1131,"avatar":1132,"name":1135,"role":1136,"slug":1137},"72a9318d-37bd-4291-8ca9-636d5ad38e95",{"_type":11,"asset":1133},{"_ref":1134,"_type":15},"image-091946b220c98d902260cc2e09a3b64018946961-1500x1533-png","Natalie Rotnov","Senior Product Marketing Manager",{"_type":19,"current":1138},"natalie-rotnov","Now generally available in the 2026.3 release, Ingestion transforms siloed content into structured, verified knowledge—optimized for both your teams and AI.",{"_type":11,"asset":1141},{"_ref":1142,"_type":15},"image-cc8b716476c15e3604ee7e6b3ea333ef5981e062-4800x2520-png",{"_createdAt":972,"_id":973,"_rev":974,"_system":1144,"_type":978,"_updatedAt":979,"abbr":980,"color":1146,"descriptionShort":998,"features":1150,"inflection":65,"marketo":65,"name":1015,"nameFull":1016,"plans":1156,"slug":1159},{"base":1145},{"id":973,"rev":977},{"_type":982,"alpha":175,"hex":983,"hsl":1147,"hsv":1148,"rgb":1149},{"_type":985,"a":175,"h":986,"l":987,"s":988},{"_type":990,"a":175,"h":986,"s":991,"v":992},{"_type":994,"a":175,"b":995,"g":996,"r":997},[1151,1152,1153,1154,1155],{"_key":1001,"_ref":1002,"_type":15},{"_key":1004,"_ref":1005,"_type":15},{"_key":1007,"_ref":1008,"_type":15},{"_key":1010,"_ref":1011,"_type":15},{"_key":1013,"_ref":1014,"_type":15},[1157,1158],{"_key":1019,"_ref":1020,"_type":15},{"_key":1022,"_ref":1023,"_type":15},{"_type":19,"current":1025},"2026-04-28T13:00:00.000Z",{"_type":19,"current":1162},"turn-scattered-knowledge-into-trusted-intelligence",[1164],{"_createdAt":1031,"_id":1032,"_rev":1033,"_type":49,"_updatedAt":1031,"slug":1165,"title":1036},{"_type":19,"current":1035},"Turning scattered knowledge into trusted intelligence: Stack Internal 2026.3",{"data":1168,"sourceMap":-1},{"newsletter":1169},[1170,1177,1185,1193],{"_id":1171,"body":1172,"issue":1173,"publishedAt":33,"slug":1174,"title":1176},"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":19,"current":1175},"issue-344-agentic-overload","Issue 344: Agentic overload",{"_id":1178,"body":1179,"issue":1180,"publishedAt":1181,"slug":1182,"title":1184},"e25d340d-0fcb-4ec1-ba93-517a58936121","In this issue, we’re thinking about all the bits and bobs besides code that make up this era of AI. For instance…the law. We’re joined by UT Law’s Kevin Frazier for a chat about regulations in AI and the legal impacts of data centers. O'Reilly Media’s Tim O’Reilly sat down with us for a conversation on knowledge, the importance of human taste, and why the written word is still important for both humans and AI. And we’d be remiss not to plug our new plugin for our agentic knowledge exchange. We’ve got the scoop this week on what’s new on Stack Overflow for Agents, including our ChatGPT plugin. \n\nBut wait! There are more bits and bobs for you to peruse. If our conversation with Kevin Frazier has you thinking about AI and the law, this week we’ve got one lawyer\u002Fprogrammer’s take on whether the AI apocalypse is forthcoming. Got your attention? Good, because we also have a piece on the importance of human attention. If you’d like to take your mind off of AI for a bit, we have bits and bobs from our sites that can do just that. Is it legal to pay with exposure? How hot is too hot? Is existence a prison? Check all of it out down below. ",348,"2026-09-24",{"_type":19,"current":1183},"issue-348","Issue 348: The odds and ends of AI",{"_id":1186,"body":1187,"issue":1188,"publishedAt":1189,"slug":1190,"title":1192},"b1ee543a-8416-4b8b-bc83-1ec24f4b02c4","We want to hear your story, developers! We’re excited to announce the (re)launch of Developer Story, the place for you to show your growth and display your skills beyond your resume. To give you a little inspiration, we’ve got plenty of stories this week on security, technology, and beyond. \n\nWe sit down with Zscaler's Sam Curry to discuss why AI-driven cybersecurity is a perpetual cat and mouse game—and why building resilient code infrastructure is our best defense against automated probing. We also chat with PayPal’s Srini Venkatesan about scaling your money safely with AI, validating deterministic code, and building autonomous SDLC harnesses.\n\nBeyond the blog, we’re debating whether companies are \"quietly nudging\" employees out the door, calculating the fastest way to cool a boiling pot of water, and questioning if we should actually trust LLM judges when they happen to agree. Happy Wednesday—we’ve got all of those stories and so much more ready for you down below. ",347,"2026-09-17",{"_type":19,"current":1191},"issue-347-your-developer-story","Issue 347: Your developer story",{"_id":1194,"body":1195,"issue":1196,"publishedAt":1197,"slug":1198,"title":1200},"a49ae09d-f4c8-47a5-a72b-c761dcee3b1d","There’s a lot of tension happening in the tech industry and we don’t mean the romantic kind. There’s tension between our old developer workflows and new ones, corporate goals and the everyday realities of devs, and, heck, there’s even tension between humans and the AI tools they use. These week we’re sitting with that tension. Hopefully it’ll help us all find a little bit of balance. \n\nWe sit down with Google’s Andi Gutmans for part two of our conversation on the economics of agentic scale—breaking down tokens, ROI, and infrastructure costs for AI-first teams. We also chat with Anaconda’s Greg Jennings on why prompts aren't enough to build secure-by-default coding agents. Maybe there’s always been tension in tech—Tim Lindholm, an early contributor to Java, shares the ups and downs of creating a programming language. Plus, we may have a way to relieve some of tension you’re feeling from untrustworthy AI outputs: the newest features being shipped in Stack Internal. \n\nAnd we’re not the only ones feeling tense—so is the rest of the web. We’re taking a look at why office workers are turning against AI tools, why being boarding group one on your flight doesn’t guarantee bin space, and why health insurance vanishes the moment you're terminated. Well, one thing you can relax about is how you’ll get your knowledge this week. Time for a sigh of relief, because we have everything you need to know down in the links below. ",346,"2026-09-10",{"_type":19,"current":1199},"issue-346-things-are-getting-a-little-tense","Issue 346: Things are getting a little tense"]