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A single source of truth",{"_id":456,"author":457,"commentCount":177,"comments":20,"excerpt":462,"featureTag":463,"image":464,"publishedAt":468,"slug":469,"sponsored":16,"tags":471,"title":485},"c370e594-60a9-423c-841b-4ea07acbc3ce",[458],{"_id":9,"avatar":459,"name":15,"role":16,"slug":461},{"_type":11,"asset":460},{"_ref":13,"_type":14},{"current":18},"The tools themselves are new and their capabilities are in constant flux. If your kitchen knife kept changing shape, weight, and edge, you’d have to relearn it every time; that’s a hard tool to build trust in. 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",{"_type":11,"asset":495},{"_ref":386,"_type":14},"2026-07-24T16:00:00.000Z",{"_type":28,"current":498},"no-dumb-questions-ai-bottleneck",[500,502,504,510],{"_createdAt":392,"_id":393,"_rev":394,"_type":35,"_updatedAt":395,"slug":501,"title":398},{"_type":28,"current":397},{"_createdAt":32,"_id":142,"_rev":143,"_type":35,"_updatedAt":144,"slug":503,"title":147},{"current":146},{"_createdAt":505,"_id":506,"_rev":34,"_type":35,"_updatedAt":505,"slug":507,"title":509},"2023-06-20T15:05:33Z","wp-tagcat-autonomous-agents",{"current":508},"autonomous-agents","autonomous agents",{"_createdAt":149,"_id":150,"_rev":151,"_type":35,"_updatedAt":152,"slug":511,"title":155},{"_type":28,"current":154},"No Dumb Questions: What is the AI bottleneck? How does context engineering fix it?",{"_id":514,"author":515,"commentCount":19,"comments":20,"excerpt":525,"featureTag":16,"image":526,"publishedAt":529,"slug":530,"sponsored":16,"tags":532,"title":551},"76c9771b-34e6-4d98-8641-ecefc711f0ef",[516],{"_id":517,"avatar":518,"name":521,"role":522,"slug":523},"8b8885eb-df9a-4634-8c86-292b858bf929",{"_type":11,"asset":519},{"_ref":520,"_type":14},"image-2abe55cff8216fd69bb44be2b0bbc3dbf88e735f-768x1024-jpg","Samaresh Kumar Singh","Principal Engineer at HP Inc",{"_type":28,"current":524},"samaresh-kumar-singh","Signature-based detection has always known what it was looking for. 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":527,"attribution":433},{"_ref":528,"_type":14},"image-1842af09277124c00aa4c015f2852dba5b225e1a-3000x1575-jpg","2026-07-06T15:23:34.559Z",{"_type":28,"current":531},"when-the-sensor-starts-thinking-snortml-agentic-ai-and-the-evolving-architecture-of-intrusion-detection",[533,535],{"_createdAt":32,"_id":142,"_rev":143,"_type":35,"_updatedAt":144,"slug":534,"title":147},{"current":146},{"_createdAt":291,"_id":292,"_rev":293,"_system":536,"_type":35,"_updatedAt":297,"description":538,"slug":550,"title":320},{"base":537},{"id":292,"rev":296},[539,544],{"_key":300,"_type":129,"children":540,"markDefs":543,"style":137},[541],{"_key":303,"_type":133,"marks":542,"text":305},[],[],{"_key":308,"_type":129,"children":545,"markDefs":548,"style":137},[546],{"_key":311,"_type":133,"marks":547,"text":314},[313],[549],{"_key":313,"_type":317},{"_type":28,"current":319},"When the sensor starts thinking: SnortML, agentic AI, and the evolving architecture of intrusion detection",{"_id":553,"author":554,"commentCount":19,"comments":20,"excerpt":564,"featureTag":16,"image":565,"publishedAt":568,"slug":569,"sponsored":16,"tags":571,"title":580},"28e560af-f0aa-4d46-bd90-f435ad604aa7",[555],{"_id":556,"avatar":557,"name":560,"role":561,"slug":562},"wp-author-cap-17222",{"_type":11,"asset":558},{"_ref":559,"_type":14},"image-8425edaa2e3df1074eddd801e1a6d286f670a62b-400x400-jpg","Charity Majors","CTO at Honeycomb",{"current":563},"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":566,"attribution":433},{"_ref":567,"_type":14},"image-5db364b135f49cf4d811889432c3e987476671b2-12000x6300-jpg","2026-06-26T14:00:27.102Z",{"_type":28,"current":570},"paging-charity-how-can-engineering-leaders-avoid-becoming-bond-villains",[572],{"_createdAt":274,"_id":275,"_rev":276,"_type":35,"_updatedAt":277,"description":573,"slug":579,"title":289},[574],{"_key":280,"_type":129,"children":575,"markDefs":578,"style":137},[576],{"_key":283,"_type":133,"marks":577,"text":285},[],[],{"_type":28,"current":288},"Paging Charity! How can engineering leaders avoid becoming Bond villains?",{"_id":582,"author":583,"commentCount":588,"comments":20,"excerpt":589,"featureTag":16,"image":590,"publishedAt":593,"slug":594,"sponsored":16,"tags":596,"title":612},"5cf362e1-fe7b-45af-b69c-914731c6a052",[584],{"_id":9,"avatar":585,"name":15,"role":16,"slug":587},{"_type":11,"asset":586},{"_ref":13,"_type":14},{"current":18},5,"Once again, we're asking for your help to take the temperature of software development. ",{"_type":11,"asset":591},{"_ref":592,"_type":14},"image-954fb459cfd27fc59dbf6043944ed483dac78d8d-1200x630-png","2026-06-23T14:00:00.000Z",{"_type":28,"current":595},"the-2026-developer-survey-is-now-open-for-human-developers-only",[597,602,610],{"_createdAt":32,"_id":598,"_rev":34,"_type":35,"_updatedAt":32,"slug":599,"title":601},"wp-tagcat-survey",{"current":600},"survey","Survey",{"_createdAt":274,"_id":275,"_rev":276,"_type":35,"_updatedAt":277,"description":603,"slug":609,"title":289},[604],{"_key":280,"_type":129,"children":605,"markDefs":608,"style":137},[606],{"_key":283,"_type":133,"marks":607,"text":285},[],[],{"_type":28,"current":288},{"_createdAt":32,"_id":40,"_rev":34,"_type":35,"_updatedAt":32,"slug":611,"title":43},{"current":42},"The 2026 Developer Survey is now open (for human developers only)!",{"_id":614,"author":615,"commentCount":177,"comments":20,"excerpt":624,"featureTag":16,"image":625,"publishedAt":627,"slug":628,"sponsored":16,"tags":630,"title":633},"30b995f7-7cb9-4dd8-bf71-d0685940a32b",[616],{"_id":617,"avatar":618,"name":621,"role":16,"slug":622},"c1aa8f5d-a3af-4017-b436-815724b5a00c",{"_type":11,"asset":619},{"_ref":620,"_type":14},"image-fe64aded5bb90b5655d1bf9ac459f35d03bd24d4-200x200-jpg","Artur Huk",{"_type":28,"current":623},"artur-huk","Designing contract-bound AI agents for high-stakes execution.",{"_type":11,"asset":626},{"_ref":339,"_type":14},"2026-06-19T14:00:00.000Z",{"_type":28,"current":629},"dispatches-from-o-reilly-from-capabilities-to-responsibilities",[631],{"_createdAt":32,"_id":142,"_rev":143,"_type":35,"_updatedAt":144,"slug":632,"title":147},{"current":146},"Dispatches from O'Reilly: From capabilities to responsibilities",[635,641,647],{"_id":636,"publishedAt":637,"slug":638,"title":640},"f7b6d808-33ec-4a2d-bf20-66847f8d6bc7","2026-10-02T07:40:00.000Z",{"_type":28,"current":639},"constraints-that-make-developers-faster","Constraints that make developers faster",{"_id":642,"publishedAt":643,"slug":644,"title":646},"de7402bc-e47f-4b31-999d-f83f9860ff5d","2026-09-29T07:40:00.000Z",{"_type":28,"current":645},"your-phone-is-ai-s-newest-hardware","Your phone is AI’s newest hardware",{"_id":648,"publishedAt":649,"slug":650,"title":652},"54229ad2-0556-4c51-8f91-fdbae9d12a6e","2026-09-25T07:40:00.000Z",{"_type":28,"current":651},"professional-skepticism-is-a-dev-s-best-skill","Professional skepticism is a dev’s best skill",[654,667,680,693,706,719,732,745,758,771,784,797],{"_id":655,"description":656,"link":665,"title":666},"d030845f-455e-45ac-95a5-f6baa34db084",[657],{"_key":658,"_type":129,"children":659,"markDefs":664,"style":137},"5c03cb5e419f",[660],{"_key":661,"_type":133,"marks":662,"text":663},"b3c5538abc53",[],"They’re letting the AI make their own hardware now!",[],"https:\u002F\u002Fgithub.com\u002FFeSens\u002FopenTPU","An open-source AI accelerator, developed by AI",{"_id":668,"description":669,"link":678,"title":679},"02b1e62e-ffbe-4b2f-8c66-be8987bf07a7",[670],{"_key":671,"_type":129,"children":672,"markDefs":677,"style":137},"d8de2a2b7158",[673],{"_key":674,"_type":133,"marks":675,"text":676},"89d3ef74a012",[],"Maybe the AGI was really the friends we made along the way. ",[],"https:\u002F\u002Fajmoon.com\u002Fposts\u002Fim-the-agi-thats-wiping-out-humanity-heres-how","I'm the AGI that's wiping out humanity. Here's how.",{"_id":681,"description":682,"link":691,"title":692},"6a5bcb0f-5183-4fe1-9870-997609db9483",[683],{"_key":684,"_type":129,"children":685,"markDefs":690,"style":137},"a24026c5f8f2",[686],{"_key":687,"_type":133,"marks":688,"text":689},"88022dd570f7",[],"Will example.com become victim to the dead internet theory, too?",[],"https:\u002F\u002Fwww.debugbear.com\u002Fblog\u002Fexample-dot-com-redesign-history","Example.com just launched the biggest redesign in decades",{"_id":694,"description":695,"link":704,"title":705},"e7f5491e-2eff-4975-a2fe-756e2c90b6cb",[696],{"_key":697,"_type":129,"children":698,"markDefs":703,"style":137},"7dca7533d54e",[699],{"_key":700,"_type":133,"marks":701,"text":702},"9171bb64fee6",[],"Big if true (small if false).",[],"https:\u002F\u002Fdryperspective.github.io\u002Fposts\u002Fcomplement-of-true\u002F","The complement of true is true, except when it's false",{"_id":707,"description":708,"link":717,"title":718},"535c9ce9-2336-4199-9327-ba942ce5bab4",[709],{"_key":710,"_type":129,"children":711,"markDefs":716,"style":137},"fb4fc7ce8644",[712],{"_key":713,"_type":133,"marks":714,"text":715},"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":720,"description":721,"link":730,"title":731},"63bb614f-eac3-44e6-8ef4-38c7db5d50dd",[722],{"_key":723,"_type":129,"children":724,"markDefs":729,"style":137},"4315c79a905b",[725],{"_key":726,"_type":133,"marks":727,"text":728},"21f430e0bcf2",[],"Film restoration is kind of punk, ain’t it? ",[],"https:\u002F\u002Fmubi.com\u002Fen\u002Fnotebook\u002Fposts\u002Fpirating-the-pirates","Pirating the pirates",{"_id":733,"description":734,"link":743,"title":744},"511b7340-d875-4912-aff4-938bd00f21e9",[735],{"_key":736,"_type":129,"children":737,"markDefs":742,"style":137},"c036d6661bbe",[738],{"_key":739,"_type":133,"marks":740,"text":741},"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":746,"description":747,"link":756,"title":757},"f9042672-844a-441d-977e-63b3353b5f84",[748],{"_key":749,"_type":129,"children":750,"markDefs":755,"style":137},"83e6fd6df5ee",[751],{"_key":752,"_type":133,"marks":753,"text":754},"143fe4246df9",[],"The Dunning-Kruger effect is strong nowadays.",[],"https:\u002F\u002Fblog.alexewerlof.com\u002Fp\u002Fcoding-is-not-solved","Coding is NOT solved",{"_id":759,"description":760,"link":769,"title":770},"033baf65-2f96-4027-a03c-1140f471e812",[761],{"_key":762,"_type":129,"children":763,"markDefs":768,"style":137},"cdcdea0e7d9d",[764],{"_key":765,"_type":133,"marks":766,"text":767},"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":772,"description":773,"link":782,"title":783},"75dec562-0237-472f-8aac-460ef1ad6c6d",[774],{"_key":775,"_type":129,"children":776,"markDefs":781,"style":137},"b9d6121525eb",[777],{"_key":778,"_type":133,"marks":779,"text":780},"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":785,"description":786,"link":795,"title":796},"93789def-d823-4a59-aad2-6e1a019f1c7f",[787],{"_key":788,"_type":129,"children":789,"markDefs":794,"style":137},"b7b6a55c5910",[790],{"_key":791,"_type":133,"marks":792,"text":793},"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":798,"description":799,"link":808,"title":809},"9bb02a47-c61e-4cb1-b783-f0e3623b679b",[800],{"_key":801,"_type":129,"children":802,"markDefs":807,"style":137},"42798df0fa10",[803],{"_key":804,"_type":133,"marks":805,"text":806},"579a864dea42",[],"But love is all you need?",[],"https:\u002F\u002Falicegg.tech\u002F2026\u002F09\u002F21\u002Fattention","Attention is all you have",[811,824,837,850],{"_id":812,"description":813,"link":822,"title":823},"450417ad-dda6-47a2-bdda-5d54a7ee01bc",[814],{"_key":815,"_type":129,"children":816,"markDefs":821,"style":137},"97fa8f99cf1e",[817],{"_key":818,"_type":133,"marks":819,"text":820},"25502dd531f2",[],"Probably related to the romance character’s non-descriptive “smolder.” ",[],"https:\u002F\u002Fenglish.stackexchange.com\u002Fquestions\u002F640664\u002Fwhat-does-it-mean-when-a-fictional-characters-eyes-flash-blaze-shine-o","What does it mean when a fictional character's eyes \"flash\", \"blaze\", \"shine\", or the like?",{"_id":825,"description":826,"link":835,"title":836},"2cf2e9b1-3ba6-41f1-983d-ce8ce951145b",[827],{"_key":828,"_type":129,"children":829,"markDefs":834,"style":137},"1cdd277ba422",[830],{"_key":831,"_type":133,"marks":832,"text":833},"d29cbff93bc4",[],"The real question is which oath do they recite when they do it?",[],"https:\u002F\u002Fscifi.stackexchange.com\u002Fquestions\u002F306145\u002Fwhen-was-the-first-time-a-lantern-ring-was-charged-by-a-different-lantern","When was the first time a Lantern ring was charged by a different Lantern?",{"_id":838,"description":839,"link":848,"title":849},"9432d70a-8aa6-42d4-a937-6f02a543e4b2",[840],{"_key":841,"_type":129,"children":842,"markDefs":847,"style":137},"8f09d70b0427",[843],{"_key":844,"_type":133,"marks":845,"text":846},"c125b1e2d9fe",[],"To start, they both have the word “field” in their name.",[],"https:\u002F\u002Fphysics.stackexchange.com\u002Fquestions\u002F876621\u002Felectric-and-magnetic-fields-why-are-they-nearly-the-same-but-different","Electric and magnetic fields: why are they \"nearly the same but different\"?",{"_id":851,"description":852,"link":861,"title":862},"987dd906-ee62-424c-9a46-e571c4ee46b4",[853],{"_key":854,"_type":129,"children":855,"markDefs":860,"style":137},"564ddd5c05a1",[856],{"_key":857,"_type":133,"marks":858,"text":859},"a821300a2f70",[],"Have to say, probably a difficult question for AI to answer.",[],"https:\u002F\u002Fphilosophy.stackexchange.com\u002Fquestions\u002F142384\u002Fwhat-justifies-the-assumption-of-a-continuous-i-across-waking-dreaming-and-d","What justifies the assumption of a continuous “i” across waking, dreaming, and deep sleep?",{"_id":864,"author":865,"commentCount":19,"comments":20,"excerpt":870,"featureTag":16,"image":871,"player":875,"publishedAt":879,"slug":880,"sponsored":16,"tags":882,"title":898},"8e6c3a8a-3d27-44c8-be90-0b74d1090a4a",[866],{"_id":192,"avatar":867,"name":196,"role":197,"slug":869},{"_type":11,"asset":868},{"_ref":195,"_type":14},{"_type":28,"current":199},"Ryan chats with Erin Yepis, Senior Analyst at Stack Overflow, about the results from this year’s Annual Developer Survey, including the overwhelming daily usage of AI coding assistants despite lingering developer trust issues, the critical role of well-organized documentation in providing verifiable context to mitigate AI hallucinations, and the evolving ways developers are shifting away from active community posting in favor of passive knowledge consumption.",{"_type":11,"alt":872,"asset":873},"The Stack Overflow Podcast cover 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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":913,"asset":914},"Release overview for Stack Internal platform launch, showing the application's chat interface with \"Get trusted answers\".",{"_ref":915,"_type":14},"image-d08132a755affce02a3a537cfc79e17db41a0ce7-2400x1260-png",{"_createdAt":917,"_id":918,"_rev":919,"_system":920,"_type":923,"_updatedAt":924,"abbr":925,"color":926,"descriptionShort":943,"features":944,"inflection":140,"marketo":140,"name":960,"nameFull":961,"plans":962,"slug":969},"2022-02-25T09:59:05Z","339bc91a-69c6-4a69-8add-a12977a22ad5","aUGu5vJZMW8mvj74UZYZiv",{"base":921},{"id":918,"rev":922},"PhasGW24ij3IO6Qup2krVc","product","2026-09-30T15:45:20Z","SOI",{"_type":927,"alpha":177,"hex":928,"hsl":929,"hsv":934,"rgb":938},"color","#2b2d6e",{"_type":930,"a":177,"h":931,"l":932,"s":933},"hslaColor",238.2089552238806,0.30000000000000004,0.4379084967320261,{"_type":935,"a":177,"h":931,"s":936,"v":937},"hsvaColor",0.6090909090909091,0.43137254901960786,{"_type":939,"a":177,"b":940,"g":941,"r":942},"rgbaColor",110,45,43,"Where developers & technologists share private knowledge with coworkers.",[945,948,951,954,957],{"_key":946,"_ref":947,"_type":14},"1d36a6b63dc4","7c088242-c7bb-4d91-93db-6f7a042b1484",{"_key":949,"_ref":950,"_type":14},"f335b465079d","productFeatureCategory-integrations",{"_key":952,"_ref":953,"_type":14},"47ec4cc75ac7","productFeatureCategory-admin-support",{"_key":955,"_ref":956,"_type":14},"0c915c1f0429","productFeatureCategory-security",{"_key":958,"_ref":959,"_type":14},"e3e4701a58d6","productFeatureCategory-community","Internal","Stack Overflow Internal",[963,966],{"_key":964,"_ref":965,"_type":14},"5d394ab03849","090566fe-d9d8-4014-bd3d-725502428be6",{"_key":967,"_ref":968,"_type":14},"ec5f82035b82","95303e50-2a79-4bcf-b317-f0fc0e44a8ef",{"_type":28,"current":970},"internal","2026-09-30T16:00:00.000Z",{"_type":28,"current":973},"anyone-can-start-building-verified-knowledge-with-stack-internal",[975],{"_createdAt":976,"_id":977,"_rev":978,"_type":35,"_updatedAt":976,"slug":979,"title":981},"2023-05-24T12:47:27Z","dd8e316f-cd4a-4250-87fc-3503d861462e","U4EAsafBiCyNCxF55G0Viz",{"_type":28,"current":980},"release","Releases","Anyone can start building verified knowledge with Stack Internal",{"_id":984,"author":985,"commentCount":19,"comments":20,"discussion":16,"excerpt":994,"featureTag":16,"image":16,"product":16,"publishedAt":995,"slug":996,"sponsored":16,"tags":998,"title":1011},"12c6a8a7-135f-401f-ac1a-1c26c33e69c0",[986],{"_id":987,"avatar":988,"name":991,"role":16,"slug":992},"wp-author-322",{"_type":11,"asset":989},{"_ref":990,"_type":14},"image-18f6d2761ac019ff008fe26312e81f2fdb998eb0-1024x1024-png","Carrie Koos",{"current":993},"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":997},"security-control-and-accessibility-si-2026-6",[999,1001],{"_createdAt":976,"_id":977,"_rev":978,"_type":35,"_updatedAt":976,"slug":1000,"title":981},{"_type":28,"current":980},{"_createdAt":32,"_id":120,"_rev":121,"_system":1002,"_type":35,"_updatedAt":125,"description":1004,"slug":1010,"title":140},{"base":1003},{"id":120,"rev":124},[1005],{"_key":128,"_type":129,"children":1006,"markDefs":1009,"style":137},[1007],{"_key":132,"_type":133,"marks":1008,"text":135},[],[],{"current":139},"Elevating security, control, and accessibility: Stack Internal 2026.6",{"_id":1013,"author":1014,"commentCount":19,"comments":20,"discussion":16,"excerpt":1023,"featureTag":16,"image":1024,"product":1028,"publishedAt":1045,"slug":1046,"sponsored":16,"tags":1048,"title":1071},"adcf1bca-3295-4ac5-9b3c-23f337974190",[1015,1019],{"_id":192,"avatar":1016,"name":196,"role":197,"slug":1018},{"_type":11,"asset":1017},{"_ref":195,"_type":14},{"_type":28,"current":199},{"_id":904,"avatar":1020,"name":908,"role":16,"slug":1022},{"_type":11,"asset":1021},{"_ref":907,"_type":14},{"current":910},"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":1025,"asset":1026},"What's next for Stack Internal? The trusted knowledge layer",{"_ref":1027,"_type":14},"image-dbc519ae9932ddef6c4ff5a50d3460839204f775-1200x630-png",{"_createdAt":917,"_id":918,"_rev":919,"_system":1029,"_type":923,"_updatedAt":924,"abbr":925,"color":1031,"descriptionShort":943,"features":1035,"inflection":140,"marketo":140,"name":960,"nameFull":961,"plans":1041,"slug":1044},{"base":1030},{"id":918,"rev":922},{"_type":927,"alpha":177,"hex":928,"hsl":1032,"hsv":1033,"rgb":1034},{"_type":930,"a":177,"h":931,"l":932,"s":933},{"_type":935,"a":177,"h":931,"s":936,"v":937},{"_type":939,"a":177,"b":940,"g":941,"r":942},[1036,1037,1038,1039,1040],{"_key":946,"_ref":947,"_type":14},{"_key":949,"_ref":950,"_type":14},{"_key":952,"_ref":953,"_type":14},{"_key":955,"_ref":956,"_type":14},{"_key":958,"_ref":959,"_type":14},[1042,1043],{"_key":964,"_ref":965,"_type":14},{"_key":967,"_ref":968,"_type":14},{"_type":28,"current":970},"2026-07-30T15:10:00.000Z",{"_type":28,"current":1047},"introducing-stack-internal-new-platform-experience",[1049,1051,1061,1066],{"_createdAt":976,"_id":977,"_rev":978,"_type":35,"_updatedAt":976,"slug":1050,"title":981},{"_type":28,"current":980},{"_createdAt":32,"_id":120,"_rev":121,"_system":1052,"_type":35,"_updatedAt":125,"description":1054,"slug":1060,"title":140},{"base":1053},{"id":120,"rev":124},[1055],{"_key":128,"_type":129,"children":1056,"markDefs":1059,"style":137},[1057],{"_key":132,"_type":133,"marks":1058,"text":135},[],[],{"current":139},{"_createdAt":32,"_id":1062,"_rev":34,"_type":35,"_updatedAt":32,"slug":1063,"title":1065},"wp-tagcat-knowledge-management",{"current":1064},"knowledge-management","knowledge management",{"_createdAt":32,"_id":1067,"_rev":34,"_type":35,"_updatedAt":32,"slug":1068,"title":1070},"wp-tagcat-knowledge-engineering",{"current":1069},"knowledge-engineering","knowledge engineering","Your trusted knowledge layer: Introducing Stack Internal's new platform experience",{"_id":1073,"author":1074,"commentCount":19,"comments":20,"discussion":16,"excerpt":1084,"featureTag":16,"image":1085,"product":1088,"publishedAt":1105,"slug":1106,"sponsored":16,"tags":1108,"title":1111},"eb5b66eb-9410-4329-83bb-22bbff39402a",[1075],{"_id":1076,"avatar":1077,"name":1080,"role":1081,"slug":1082},"72a9318d-37bd-4291-8ca9-636d5ad38e95",{"_type":11,"asset":1078},{"_ref":1079,"_type":14},"image-091946b220c98d902260cc2e09a3b64018946961-1500x1533-png","Natalie Rotnov","Senior Product Marketing Manager",{"_type":28,"current":1083},"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":1086},{"_ref":1087,"_type":14},"image-cc8b716476c15e3604ee7e6b3ea333ef5981e062-4800x2520-png",{"_createdAt":917,"_id":918,"_rev":919,"_system":1089,"_type":923,"_updatedAt":924,"abbr":925,"color":1091,"descriptionShort":943,"features":1095,"inflection":140,"marketo":140,"name":960,"nameFull":961,"plans":1101,"slug":1104},{"base":1090},{"id":918,"rev":922},{"_type":927,"alpha":177,"hex":928,"hsl":1092,"hsv":1093,"rgb":1094},{"_type":930,"a":177,"h":931,"l":932,"s":933},{"_type":935,"a":177,"h":931,"s":936,"v":937},{"_type":939,"a":177,"b":940,"g":941,"r":942},[1096,1097,1098,1099,1100],{"_key":946,"_ref":947,"_type":14},{"_key":949,"_ref":950,"_type":14},{"_key":952,"_ref":953,"_type":14},{"_key":955,"_ref":956,"_type":14},{"_key":958,"_ref":959,"_type":14},[1102,1103],{"_key":964,"_ref":965,"_type":14},{"_key":967,"_ref":968,"_type":14},{"_type":28,"current":970},"2026-04-28T13:00:00.000Z",{"_type":28,"current":1107},"turn-scattered-knowledge-into-trusted-intelligence",[1109],{"_createdAt":976,"_id":977,"_rev":978,"_type":35,"_updatedAt":976,"slug":1110,"title":981},{"_type":28,"current":980},"Turning scattered knowledge into trusted intelligence: Stack Internal 2026.3",{"data":1113,"sourceMap":-1},{"newsletter":1114},[1115,1122,1130,1138],{"_id":1116,"body":1117,"issue":1118,"publishedAt":16,"slug":1119,"title":1121},"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":1120},"issue-344-agentic-overload","Issue 344: Agentic overload",{"_id":1123,"body":1124,"issue":1125,"publishedAt":1126,"slug":1127,"title":1129},"13e16352-ffe4-4142-9564-99fa71adbcbb","Nowadays, a little skepticism goes a long way. In fact, it may be one of the best skills a dev can have in the age of AI. BrowserStack’s David Burns joins us on the pod to discuss just that, plus the importance of applying test-driven development to your agentic workflows. But a real skeptic is also a creative one—someone who can be skeptical of what people tell them they can’t do. For instance, we chat with AMD's Anush Elangovan about how their open-source ROCm toolchain is proving that agents can write low-level GPU code. And what’s more fun than sorting fact from fiction with all your skeptic friends? We’ve got a conversation with Slack’s Rob Seaman about bringing multiplayer to your team’s AI development.\n\nThis week’s skepticism is carrying over into our favorite reads from around the web. We’ve got one dev’s take on why AI has not solved coding, Nvidia’s latest attempt at containing wily AI models, and a philosophical look at the dangers of hyperbolic AI metaphors. Plus, we’ve got a technical deep dive on streaming from your PS5, how your pirated movies can help film restorationists, and whether being vague can save you from a lawsuit. Nothing to be skeptical about—we really do have all of those stories and more, down in the links below.",349,"2026-10-01",{"_type":28,"current":1128},"issue-349-professional-skeptics","Issue 349: Professional skeptics",{"_id":1131,"body":1132,"issue":1133,"publishedAt":1134,"slug":1135,"title":1137},"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":28,"current":1136},"issue-348","Issue 348: The odds and ends of AI",{"_id":1139,"body":1140,"issue":1141,"publishedAt":1142,"slug":1143,"title":1145},"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":28,"current":1144},"issue-347-your-developer-story","Issue 347: Your developer story"]