[{"data":1,"prerenderedAt":448},["ShallowReactive",2],{"project-37263473":3},{"id":4,"name":5,"line":6,"line_source":7,"title":8,"url":9,"domain":10,"maker":11,"posted_at":12,"year":13,"points":14,"comments":15,"rank_in_year":16,"shown_in_year":17,"top":18,"tier":19,"category":20,"subcategory":21,"format":22,"keywords":23,"reception":28,"sentiment":29,"stance_mix":30,"scored_comments":35,"aspects":36,"strip":48,"post_text":50,"what":51,"said":87,"maker_in_thread":181,"shape":186,"grid":190,"attempts":413,"same_week":414,"maker_shows":43,"maker_hidden":441,"reader_version":442,"card":443},"37263473","Release AI","Talk to Your Infrastructure","title","Show HN: Release AI – Talk to Your Infrastructure","https:\u002F\u002Fwww.ycombinator.com\u002Flaunches\u002FJI1-release-ai-talk-to-your-infrastructure","ycombinator.com","dgiffin",1692980409,2023,143,84,443,3109,15,"notable","infrastructure","devops assistant","web_app",[24,25,26,27],"devops ai","aws chatbot","kubernetes assistant","infrastructure gpt-4","curious",-0.02,{"positive":31,"neutral":32,"mixed":33,"critical":34},11,33,0,12,56,{"idea":37,"privacy":40,"docs":42,"performance":44,"design":45,"execution":46,"pricing":47},{"positive":38,"critical":39},7,5,{"positive":33,"critical":41},2,{"positive":33,"critical":43},1,{"positive":33,"critical":43},{"positive":33,"critical":33},{"positive":43,"critical":43},{"positive":33,"critical":43},[39,33,33,33,33,33,33,33,43,43,33,43,49,49,49,49,49,43,43,41,49,39,43,49,39,49,49,43,43,49,39,39,49,49,39,43,39,49,49,39],3,"Hello, Hacker News! I'm David, cofounder of Release (YCW20). Introducing Release AI, a tool designed to empower users with instant access to DevOps expertise, all without monopolizing the valuable time of our experts. Developed with the developer and engineer community in mind, Release AI takes the power of OpenAI's cutting-edge GPT-4 public LLM and augments it with DevOps knowledge.\n\nIn its initial phase, Release AI offers \"read-only\" access to both AWS and Kubernetes. This means you can engage in insightful conversations with your AWS account and K8s infrastructure effortlessly. Looking ahea",{"problem":52,"audience":58,"pricing":62,"motivation":63,"time_to_build":62,"stack":71,"openness":84,"stage":85,"team_size":86},{"value":53,"source":54,"evidence":55},"Gives developers quick answers about AWS and Kubernetes infrastructure without waiting on DevOps experts","maker",[56],{"id":57},"post",{"value":59,"source":54,"evidence":60},"Developers and engineers running AWS or Kubernetes infrastructure",[61],{"id":57},null,{"value":64,"source":65,"evidence":66},"Free up integration engineers from answering recurring infrastructure questions from customers","commenter",[67],{"id":68,"by":69,"text":70},"37275603","tommy_mcclung","We spend a ton of time working directly with DevOps teams of our customers, helping them in using Release, but also just a lot of questions related to their infrastructure and…",[72,76,80],{"value":73,"source":54,"evidence":74},"OpenAI GPT-4",[75],{"id":57},{"value":77,"source":54,"evidence":78},"AWS API",[79],{"id":57},{"value":81,"source":54,"evidence":82},"Kubernetes",[83],{"id":57},"unknown","beta","company",{"praise":88,"objections":103,"requests":126,"questions":145,"alternatives":167},[89,96],{"value":90,"source":65,"evidence":91},"Useful for AWS billing questions and natural-language CloudWatch alerts",[92],{"id":93,"by":94,"text":95},"37264992","nodesocket","Congratulations on the launch. I own and run a DevOps consulting company and being able to ask AWS billing questions or create CloudWatch notifications in human language is gonna…",{"value":97,"source":65,"evidence":98},"Talk-to-Kubernetes demo seen as useful",[99],{"id":100,"by":101,"text":102},"37271743","quickthrower2","I like the “talk to kubernetes” demo I can see that being useful and perhaps a new normal for command line interactions with tools. I wonder if it can help with security…",[104,111,122],{"value":105,"source":65,"evidence":106},"Hallucinations make answers unreliable, such as wrong cluster health claims",[107],{"id":108,"by":109,"text":110},"37265100","regiswilson","Release engineer here. That's an excellent question, and we worry about it all the time. The AI \"seems\" authoritative, but it can't even add 1+1 sometimes :crying-emoji:. We've…",{"value":112,"source":65,"evidence":113},"Read-only access to infrastructure is a privacy and security concern",[114,118],{"id":115,"by":116,"text":117},"37266162","welder","\"Hello database, why are you slow?\" \u002Fs Serious feedback: * Support Digital Ocean (currently only AWS supported) * Even read-only access is scary... it's not clear if that means…",{"id":119,"by":120,"text":121},"37265596","bfeynman","... You seriously just tell people to deploy a stack with your IAM role that \"has the least permissions possible\" good luck lol. Another thin wrapper around open-ai that doesn't…",{"value":123,"source":65,"evidence":124},"Only supports AWS and Kubernetes, not other clouds",[125],{"id":115,"by":116,"text":117},[127,131,138],{"value":128,"source":65,"evidence":129},"Support DigitalOcean and other cloud providers",[130],{"id":115,"by":116,"text":117},{"value":132,"source":65,"evidence":133},"Import existing infrastructure state and manage it from the dashboard",[134],{"id":135,"by":136,"text":137},"37265345","swozey","You're basically coming for my job as an SRE\u002FPlatarch but great documentation you've covered a lot of scenarios and in a pretty thorough manner. You should figure out a way to…",{"value":139,"source":65,"evidence":140},"Scheduled reports and alerts such as daily spend reports",[141],{"id":142,"by":143,"text":144},"37263635","samstave","Love it. Funny, while I was reading the site, I was wondering if you could build crons on it - and that was the last example :-) Some cool things I'd like to try would be:…",[146,153,160],{"value":147,"source":65,"evidence":148},"How is customer data used, retained, or used for training?",[149],{"id":150,"by":151,"text":152},"37266818","temp9988109","Looks cool! A bit hesitant to try it out, though. Can you talk a bit about your privacy and security practices? Do you (or do you plan to) use customer data (or prompts\u002Fresults)…",{"value":154,"source":65,"evidence":155},"How are hallucinations handled?",[156],{"id":157,"by":158,"text":159},"37264328","Michelangelo11","I like the idea, but how do you handle hallucinations? E.g. when the user asks about their AWS bill, how can they be sure the numbers they get are accurate?",{"value":161,"source":65,"evidence":162},"Is it a standalone product or tied to environments as a service?",[163],{"id":164,"by":165,"text":166},"37264949","jakozaur","I like the concept, but would love to hear if it's a feature or some long-term product vision. It looks like the main business is Environment as a Service. Do you see ReleaseAI…",[168,175],{"value":169,"source":65,"evidence":170},"CloudMapper, CloudCraft, Hava, Lucid and other AWS diagram tools",[171],{"id":172,"by":173,"text":174},"37269235","tolidano","There's this: https:\u002F\u002Fdocs.aws.amazon.com\u002Fsolutions\u002Flatest\u002Fworkload-discovery-on-aws\u002Farchitecture-overview.html And also CloudMapper, CloudCraft, Hava, Lucid, Hyperglance,…",{"value":176,"source":65,"evidence":177},"Splunk-style log analytics tools",[178],{"id":179,"by":143,"text":180},"37264131","For the first one, maybe an Intrusion Detection \"Alert me anytime someon attempts to login to [SENSITIVE SYSTEM] - Can this do SPLUNK like log analytics? \"Give me a table of all…",{"comments":43,"answered":33,"key":182},[183],{"id":184,"text":185},"37267421","Thanks for all of the feedback. I would love to get everyones ideas on what they would want Release AI to do for them. Please reply in the comments.",{"commenters":187,"max_depth":38,"maker_replies":43,"first_comment_mins":188,"lifespan_hours":189},45,10,118,[191,193,196,199,201,204,207,209,212,215,217,219,222,225,227,230,234,236,239,243,246,248,251,252,254,258,260,263,265,269,272,274,276,278,280,283,287,289,293,297,300,303,305,309,311,315,317,322,325,329,332,335,337,339,341,343,345,347,349,351,353,356,359,361,362,363,364,366,370,372,373,377,378,382,386,388,390,394,398,400,402,403,406,409],[135,33,39,192,136,33],"project\u002Fpositive\u002Fidea",[194,33,49,195,109,33],"37266143","maker\u002Fneutral\u002Fidea",[197,33,33,198,136,33],"37266571","commenter\u002Fneutral\u002Fnone",[200,33,33,198,109,33],"37267435",[202,33,33,198,203,33],"37267916","Ocha",[205,33,33,198,206,33],"37277257","neduma",[208,33,33,198,109,33],"37278514",[210,33,33,198,211,33],"37270767","victorbjorklund",[213,33,33,198,214,33],"37276046","atmosx",[216,33,33,198,109,33],"37278539",[218,33,33,198,214,33],"37280805",[220,33,33,198,221,33],"37266345","voz_",[223,33,33,198,224,33],"37266357","4ggr0",[226,33,33,198,136,33],"37266584",[228,33,33,198,229,33],"37268079","Melatonic",[231,33,33,232,233,33],"37268258","other\u002Fneutral\u002Fnone","hhh",[115,43,43,235,116,33],"project\u002Fcritical\u002Fprivacy",[237,43,49,238,109,33],"37266231","maker\u002Fneutral\u002Fprivacy",[240,43,43,241,242,33],"37267503","project\u002Fcritical\u002Fidea","throwaway290",[244,43,33,198,245,33],"37267663","loa_in_",[247,43,33,198,242,33],"37267962",[249,43,33,232,250,33],"37268367","statictype",[172,43,33,232,173,33],[253,43,43,241,242,33],"37270898",[255,41,43,256,257,33],"37264457","project\u002Fcritical\u002Fdocs","tikkun",[259,41,49,195,109,33],"37265060",[261,41,49,262,69,33],"37265709","project\u002Fneutral\u002Fdocs",[157,49,49,264,158,33],"project\u002Fneutral\u002Fperformance",[266,49,49,267,268,33],"37264486","project\u002Fneutral\u002Fdesign","worldsayshi",[270,49,49,271,109,33],"37265146","maker\u002Fneutral\u002Fdocs",[108,49,49,273,109,33],"maker\u002Fneutral\u002Fperformance",[275,49,33,198,158,33],"37265504",[277,49,49,195,69,33],"37265674",[279,49,49,195,158,33],"37268174",[281,49,49,282,69,33],"37268454","maker\u002Fneutral\u002Fnone",[284,49,43,285,286,33],"37265751","project\u002Fcritical\u002Fperformance","frankohn",[288,49,49,273,109,33],"37266285",[290,49,49,291,292,33],"37266264","project\u002Fneutral\u002Fnone","say_it_as_it_is",[294,49,43,295,296,33],"37266695","maker\u002Fcritical\u002Fexecution","JimDabell",[298,49,49,299,109,33],"37267457","maker\u002Fneutral\u002Fexecution",[301,49,43,302,296,33],"37274040","maker\u002Fcritical\u002Fnone",[304,49,49,282,109,33],"37278547",[306,307,49,291,308,33],"37265145",4,"whalesalad",[310,307,33,232,109,33],"37265265",[312,39,39,313,314,33],"37265435","project\u002Fpositive\u002Fnone","itsderek23",[316,39,33,232,109,33],"37266170",[318,319,43,320,321,33],"37268263",6,"project\u002Fcritical\u002Fpricing","willsmith72",[323,319,49,299,324,33],"37268407","NickBusey",[326,38,49,327,328,33],"37310762","project\u002Fneutral\u002Fidea","pradhit",[150,330,49,331,151,33],8,"project\u002Fneutral\u002Fprivacy",[333,330,39,192,334,33],"37267314","maccard",[336,330,39,192,69,33],"37267417",[338,330,49,327,143,33],"37268057",[340,330,49,327,334,33],"37268661",[342,330,49,327,143,33],"37269323",[344,330,49,327,334,33],"37271315",[346,330,33,232,143,33],"37275432",[348,330,43,241,321,33],"37268125",[350,330,33,198,334,33],"37268648",[119,352,43,235,120,33],9,[354,352,49,267,355,33],"37266022","cddotdotslash",[357,352,33,232,358,33],"37266164","baq",[360,352,49,238,109,33],"37266310",[93,188,39,192,94,33],[100,31,39,192,101,33],[164,34,49,327,165,33],[365,34,39,192,69,33],"37265271",[367,368,49,195,369,33],"37268069",13,"mentos",[371,368,33,232,101,33],"37271592",[68,368,49,195,69,33],[374,375,33,232,376,33],"37267439",14,"classified",[184,18,33,282,11,43],[379,18,39,380,381,33],"37322203","maker\u002Fpositive\u002Fexecution","BrandonWatson",[383,384,43,241,385,33],"37266381",16,"artursapek",[387,384,49,327,109,33],"37266468",[389,384,49,282,385,33],"37278215",[391,392,39,313,393,33],"37267134",17,"annika88",[395,396,43,241,397,33],"37269099",18,"irynakm",[142,399,39,192,143,33],19,[401,399,49,299,324,33],"37263946",[179,399,49,327,143,33],[404,399,49,405,324,33],"37265103","project\u002Fneutral\u002Fexecution",[407,399,33,232,408,33],"37265832","lmeyerov",[410,411,39,313,412,33],"37268710",20,"craig818",[],[415,420,424,429,433,436],{"id":416,"name":417,"points":418,"category":419},"37326870","compress",815,"dev_tools",{"id":421,"name":422,"points":423,"category":20},"37247767","obsidian-sync",416,{"id":425,"name":426,"points":427,"category":428},"37252231","Shimmer",229,"consumer_social",{"id":430,"name":431,"points":432,"category":419},"37251969","Continue",187,{"id":434,"name":435,"points":14,"category":419},"37310070","Langfuse",{"id":437,"name":438,"points":439,"category":440},"37274882","Crumb",138,"languages",false,"v2",{"id":444,"name"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