[{"data":1,"prerenderedAt":658},["ShallowReactive",2],{"project-46567400":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":29,"sentiment":30,"stance_mix":31,"scored_comments":36,"aspects":37,"strip":46,"post_text":50,"what":51,"said":79,"maker_in_thread":191,"shape":202,"grid":207,"attempts":616,"same_week":621,"maker_shows":18,"maker_hidden":650,"reader_version":651,"card":652},"46567400","trails","I used Claude Code to discover connections between 100 books","title","Show HN: I used Claude Code to discover connections between 100 books","https:\u002F\u002Ftrails.pieterma.es\u002F","trails.pieterma.es","pmaze",1768064215,2026,524,146,47,4366,2,"legend","ai","llm book exploration","web_app",[24,25,26,27,28],"syntopic reading","book connections","llm","claude code","embeddings","mixed",-0.148,{"positive":32,"neutral":33,"mixed":34,"critical":35},17,20,1,33,71,{"idea":38,"execution":41,"design":43,"docs":44,"pricing":45},{"positive":39,"critical":40},10,26,{"positive":42,"critical":18},0,{"positive":18,"critical":18},{"positive":42,"critical":42},{"positive":42,"critical":42},[42,42,34,47,42,42,34,34,18,34,48,18,34,34,47,42,42,34,34,47,42,42,18,47,47,34,47,48,49,48,34,47,47,47,34,48,48,34,34,34],3,5,4,"I think LLMs are overused to summarise and underused to help us read deeper.\n\nI built a system for Claude Code to browse 100 non-fiction books and find interesting connections between them.\n\nI started out with a pipeline in stages, chaining together LLM calls to build up a context of the library. \nI was mainly getting back the insight that I was baking into the prompts, and the results weren't particularly surprising.\n\nOn a whim, I gave CC access to my debug CLI tools and found that it wiped the floor with that approach. \nIt gave actually interesting results and required very little orchestrat",{"problem":52,"audience":58,"pricing":58,"motivation":59,"time_to_build":58,"stack":63,"openness":76,"stage":77,"team_size":78},{"value":53,"source":54,"evidence":55},"Finds surprising connections between excerpts across a library of non-fiction books","maker",[56],{"id":57},"post",null,{"value":60,"source":54,"evidence":61},"Use LLMs to help people read deeper rather than summarise",[62],{"id":57},[64,68,72],{"value":65,"source":54,"evidence":66},"Claude Code",[67],{"id":57},{"value":69,"source":54,"evidence":70},"Gemini Flash Lite",[71],{"id":57},{"value":73,"source":54,"evidence":74},"SQLite",[75],{"id":57},"unknown","launched","solo",{"praise":80,"objections":96,"requests":137,"questions":153,"alternatives":175},[81,89],{"value":82,"source":83,"evidence":84},"Design and interface praised as inspiring","commenter",[85],{"id":86,"by":87,"text":88},"46572211","hecanjog","You really know what a good interface should be like, this is really inspiring. So is the design of everything I've seen on your website! I won't pile on to what everyone else…",{"value":90,"source":83,"evidence":91},"Connections seen as creative and worthwhile by some",[92],{"id":93,"by":94,"text":95},"46574869","znnajdla","This is really, really, good. Ignore the commenters in this thread who don’t see the connections. It takes a very high degree of artistic creativity and linguistic imagination to…",[97,112,119,126],{"value":98,"source":83,"evidence":99},"Connections are superficial or spurious",[100,104,108],{"id":101,"by":102,"text":103},"46570099","smusamashah","I dont understand the lines connecting two pieces of text. In most cases, the connected words have absolutely zero connection with each other. In \"Father wound\" the words…",{"id":105,"by":106,"text":107},"46570583","urbandw311er","This feels like a nice idea but the connection between the theme and the overarching arc of each book seems tenuous at best. In some cases it just seems to have found one…",{"id":109,"by":110,"text":111},"46574539","nkrisc","I’m not surprised that it found connections when you told it to find connections. Most of those connections seem rather dubious to me. I think you’d have been better off coming…",{"value":113,"source":83,"evidence":114},"Labels like Thanos fraud under useful lies seem mislabeled",[115],{"id":116,"by":117,"text":118},"46570568","8organicbits","Can someone break this down for me? I'm seeing \"Thanos committing fraud\" in a section about \"useful lies\". Given that the founder is currently in prison, it seems odd to consider…",{"value":120,"source":83,"evidence":121},"Descriptions have distinct LLM-generated voice",[122],{"id":123,"by":124,"text":125},"46569769","Aurornis","It’s interesting how many of the descriptions have a distinct LLM-style voice. Even if you hadn’t posted how it was generated I would have immediately recognized many of the…",{"value":127,"source":83,"evidence":128},"Outsourcing critical thought to a model undermines reading",[129,133],{"id":130,"by":131,"text":132},"46570686","tolerance","I don’t like this product as a service to readers (i.e., people who read as a cognitive\u002Fphilosophical exploit) but I do think that somewhere embedded in its backend there are…",{"id":134,"by":135,"text":136},"46571393","drakeballew","This is a beautiful piece of work. The actual data or outputs seem to be more or less...trash? Maybe too strong a word. But perhaps you are outsourcing too much critical thought…",[138,142,149],{"value":139,"source":83,"evidence":140},"Explain the design and UI approach",[141],{"id":86,"by":87,"text":88},{"value":143,"source":83,"evidence":144},"Share the tech stack details",[145],{"id":146,"by":147,"text":148},"46576084","froil","Do you have details of the tech stack? Really loved it..",{"value":150,"source":83,"evidence":151},"Improve prompting with multiple passes",[152],{"id":105,"by":106,"text":107},[154,161,168],{"value":155,"source":83,"evidence":156},"What meaningful insight do the connections give",[157],{"id":158,"by":159,"text":160},"46570547","timoth3y","What meaningful connections did it uncover? You have an interesting idea here, but looking over the LLM output, it's not clear what these \"connections\" actually mean, or if they…",{"value":162,"source":83,"evidence":163},"Where did the Leiden partitioning approach come from",[164],{"id":165,"by":166,"text":167},"46572303","threecheese","Where did you come across Leiden partitioning? I’m facing a similar use case and wonder what you’re reading.",{"value":169,"source":83,"evidence":170},"Where were the books sourced from given copyright",[171],{"id":172,"by":173,"text":174},"46575783","Balgair","Wow! Amazing! Have you read the Syntopicon by Mortimer J Adler? It's right up your alley on this one. It's essentially this, but in 1965, by hand, with Isaac Asimov and William F…",[176,184],{"value":177,"source":83,"evidence":178},"Mortimer Adler's Syntopicon",[179,180],{"id":172,"by":173,"text":174},{"id":181,"by":182,"text":183},"46572713","guidoism","Nice! I've been using Claude Code and ChatGPT for something similar. My inspiration is Adler's concept of The Great Conversation and Adler's Propædia. I've been able to jump…",{"value":185,"source":83,"evidence":186},"Distant reading in digital humanities",[187],{"id":188,"by":189,"text":190},"46570225","pxc","I read a book maybe a decade ago on the \"digital humanities\". I wish now I could remember the title and author. :( Anyway, it introduced me to the idea of using computational…",{"comments":47,"answered":18,"key":192},[193,196,199],{"id":194,"text":195},"46570603","I ended up judging where to draw the line. Its initial suggestions were genuinely useful and focused on making the basic tool use more efficient. e.g. complaining about a missing…",{"id":197,"text":198},"46570844","The connections are meaningful to me in so far as they get me thinking about the topics, another lens to look at these books through. It's a fine balance between being trivial…",{"id":200,"text":201},"46569887","The names & descriptions definitely have that distinct LLM flavour to them, regardless of which model I used. I decided to keep them, but as short as possible. In general, I find…",{"commenters":203,"max_depth":204,"maker_replies":47,"first_comment_mins":205,"lifespan_hours":206},103,11,230,141,[208,212,216,219,223,225,227,229,232,235,238,242,246,250,252,255,258,261,264,266,269,272,274,276,279,281,285,287,290,292,295,299,301,305,307,310,314,317,320,322,324,327,330,333,336,339,342,345,348,351,353,355,359,361,363,366,368,371,374,377,379,382,385,387,389,392,395,397,400,402,404,406,408,411,414,418,420,424,428,431,435,440,442,444,448,452,456,459,461,464,466,468,472,476,480,484,489,492,496,500,504,508,511,513,517,520,522,526,531,535,539,541,545,549,553,556,558,562,566,570,574,578,582,586,590,594,596,600,603,605,607,612],[209,42,42,210,211,42],"46570929","commenter\u002Fneutral\u002Fidea","johnwatson11218",[213,42,42,214,215,42],"46571265","commenter\u002Fneutral\u002Fnone","ct0",[217,42,42,214,218,42],"46571881","hellisad",[220,42,42,221,222,42],"46576220","commenter\u002Fpositive\u002Fnone","fittingopposite",[224,42,42,214,211,42],"46581179",[226,42,42,214,211,42],"46646252",[116,34,34,228,117,42],"project\u002Fcritical\u002Fidea",[230,34,42,214,231,42],"46570716","Closi",[233,34,42,214,234,42],"46571426","irishcoffee",[236,34,42,214,237,42],"46574355","PeterStuer",[239,34,47,240,241,42],"46572090","project\u002Fneutral\u002Fnone","Terretta",[243,18,42,244,245,42],"46570036","other\u002Fneutral\u002Fnone","theturtletalks",[247,18,42,248,249,42],"46570113","other\u002Fpositive\u002Fidea","dinkleberg",[251,18,42,244,245,42],"46570239",[253,18,42,244,254,42],"46574081","coolewurst",[256,18,42,244,257,42],"46574643","Abstract_Typist",[259,18,42,244,260,42],"46574858","maxbond",[262,18,42,244,263,42],"46571043","noname120",[188,47,42,265,189,42],"other\u002Fneutral\u002Fidea",[267,47,42,244,268,42],"46570326","plutokras",[270,47,42,244,271,42],"46570720","ako",[273,47,42,244,189,42],"46572121",[101,49,34,275,102,42],"project\u002Fcritical\u002Fexecution",[277,49,42,214,278,42],"46570152","Oras",[280,49,34,228,87,42],"46572866",[282,48,47,283,284,42],"46573323","project\u002Fneutral\u002Fidea","chrisgd",[105,286,34,228,106,42],6,[172,288,48,289,173,42],7,"maker\u002Fpositive\u002Fidea",[130,291,34,228,131,42],8,[293,291,34,228,294,42],"46570754","mathgeek",[296,297,42,244,298,42],"46570681",9,"bonkusbingus",[300,297,42,244,135,42],"46571459",[302,39,47,303,304,42],"46570518","maker\u002Fneutral\u002Fnone","amadeuswoo",[194,39,42,306,11,34],"maker\u002Fneutral\u002Fexecution",[308,39,42,244,309,42],"46570615","samuelknight",[311,204,48,312,313,42],"46570489","maker\u002Fpositive\u002Fnone","lkbm",[93,315,48,316,94,42],12,"project\u002Fpositive\u002Fidea",[318,315,34,228,319,42],"46575058","catlifeonmars",[109,321,34,228,110,42],13,[134,323,34,228,135,42],14,[325,323,34,228,326,42],"46572069","what-the-grump",[328,323,42,214,329,42],"46573069","electroglyph",[331,323,47,283,332,42],"46572286","liqilin1567",[334,323,34,228,335,42],"46574002","tmountain",[337,323,34,228,338,42],"46575064","usefulposter",[340,323,34,228,341,42],"46577009","georgebcrawford",[343,323,48,316,344,42],"46573316","rtgfhyuj",[346,323,34,228,347,42],"46573399","eloisius",[349,323,42,244,350,42],"46574423","DrewADesign",[352,323,42,214,344,42],"46577824",[354,323,42,244,94,42],"46574893",[356,323,42,357,358,42],"46575758","commenter\u002Fcritical\u002Fnone","only-one1701",[360,323,42,244,94,42],"46576472",[362,323,42,214,358,42],"46577421",[364,323,42,244,365,42],"46575983","PinkMilkshake",[367,323,42,244,94,42],"46576523",[369,323,34,228,370,42],"46578686","pcrh",[372,323,34,228,373,42],"46575670","baxtr",[375,323,34,228,376,42],"46576702","wry_durian",[158,378,34,228,159,42],15,[380,378,34,275,381,42],"46570633","rjh29",[383,378,42,214,384,42],"46570897","DyslexicAtheist",[197,378,42,386,11,34],"maker\u002Fneutral\u002Fidea",[388,378,47,386,159,42],"46570966",[390,378,42,214,391,42],"46571249","gchamonlive",[393,378,42,214,394,42],"46571302","delusional",[396,378,42,210,391,42],"46571344",[398,378,42,214,399,42],"46572020","fwip",[401,378,42,214,391,42],"46575152",[403,378,42,214,399,42],"46579870",[405,378,42,214,391,42],"46580355",[407,378,42,214,399,42],"46583798",[409,378,48,316,410,42],"46572616","varenc",[412,378,34,413,124,42],"46571318","project\u002Fcritical\u002Fdesign",[415,416,34,228,417,42],"46571370",16,"lisdexan",[86,32,48,419,87,42],"maker\u002Fpositive\u002Fdesign",[421,422,34,228,423,42],"46573572",18,"zkmon",[425,426,42,244,427,42],"46576475",19,"andai",[429,33,42,244,430,42],"46570366","hising",[432,433,48,316,434,42],"46585405",21,"frankdenbow",[436,437,47,438,439,42],"46577380",22,"project\u002Fmixed\u002Fidea","djeastm",[123,441,34,413,124,42],23,[200,441,42,443,11,34],"maker\u002Fneutral\u002Fdesign",[445,441,34,446,447,42],"46570093","maker\u002Fcritical\u002Fnone","reedf1",[449,450,42,244,451,42],"46584663",24,"akshay326",[453,454,42,244,455,42],"46575133",25,"rhgraysonii",[457,454,42,214,458,42],"46577908","fudged71",[460,454,42,214,455,42],"46610789",[462,40,47,283,463,42],"46570982","itsangaris",[181,465,48,316,182,42],27,[467,465,48,316,173,42],"46575820",[469,470,48,316,471,42],"46574298",28,"dexterlagan",[473,474,47,283,475,42],"46571145",29,"JimmyJamesJames",[477,478,47,283,479,42],"46570667",30,"amelius",[481,482,48,316,483,42],"46577831",31,"trinsic2",[485,486,48,487,488,42],"46570726",32,"project\u002Fpositive\u002Fnone","sciences44",[490,35,42,244,491,42],"46573811","barrenko",[493,494,47,283,495,42],"46577895",34,"neodypsis",[497,498,42,244,499,42],"46571347",35,"dev_l1x_be",[501,502,47,283,503,42],"46572101",36,"adsharma",[505,506,34,228,507,42],"46575930",37,"nurettin",[509,506,42,244,510,42],"46575958","gvedem",[512,506,42,244,507,42],"46576050",[514,515,47,283,516,42],"46587977",38,"butterNaN",[165,518,47,519,166,42],39,"project\u002Fneutral\u002Fexecution",[521,518,47,519,222,42],"46576255",[523,524,34,228,525,42],"46579003",40,"stogot",[527,528,48,529,530,42],"46570337",41,"project\u002Fpositive\u002Fdesign","dangoodmanUT",[532,533,34,228,534,42],"46572820",42,"typon",[536,537,48,487,538,42],"46576248",43,"podgorniy",[146,540,47,306,147,42],44,[542,540,47,543,544,42],"46576144","maker\u002Fneutral\u002Fdocs","simonw",[546,547,47,240,548,42],"46571890",45,"jgalt212",[550,551,42,244,552,42],"46571325",46,"chromanoid",[554,16,34,228,555,42],"46570034","joe_the_user",[557,16,42,214,135,42],"46571406",[559,560,47,283,561,42],"46574814",48,"sgt101",[563,564,48,487,565,42],"46575905",49,"iamzamek",[567,568,48,487,569,42],"46573960",50,"pennaMan",[571,572,48,316,573,42],"46576037",51,"localhost",[575,576,47,240,577,42],"46569829",52,"wormpilled",[579,580,42,244,581,42],"46570960",53,"mannanj",[583,584,34,585,358,42],"46571224",54,"project\u002Fcritical\u002Fnone",[587,588,47,283,589,42],"46570783",55,"jereees",[591,592,42,244,593,42],"46576431",56,"pixelsmithy",[595,592,42,214,439,42],"46577302",[597,598,34,228,599,42],"46570910",57,"miracoli",[601,598,34,228,602,42],"46571204","nephihaha",[604,598,34,228,358,42],"46571256",[606,598,42,357,602,42],"46574466",[608,609,47,610,611,42],"46569942",58,"project\u002Fneutral\u002Fpricing","napolux",[613,614,34,446,615,42],"46573143",59,"pharrington",[617,620],{"id":618,"t":619,"points":47,"comments":42},"46513784",1767714464,{"id":4,"t":12,"points":14,"comments":15},[622,627,631,636,641,646],{"id":623,"name":624,"points":625,"category":626},"46556210","Lend Me Your Ears",565,"learning_science",{"id":628,"name":629,"points":630,"category":626},"46557029","Quack",330,{"id":632,"name":633,"points":634,"category":635},"46602324","Self-host Reddit",286,"infrastructure",{"id":637,"name":638,"points":639,"category":640},"46571980","Ferrite",241,"dev_tools",{"id":642,"name":643,"points":644,"category":645},"46612494","OpenWork",231,"productivity",{"id":647,"name":648,"points":205,"category":649},"46561341","WebTiles","creative",false,"v2",{"id":653,"name":5,"line":6,"ai":650,"cat":20,"year":13,"points":14,"comments":15,"rec":29,"s":654,"top":18,"kw":655,"maker":11,"domain":10,"tier":19,"attempts":18,"strip":656,"url":9,"mix":657,"praise":82,"objection":98,"sub":21},46567400,-0.15,[24,25,26,27,28],"0013001121521130011300233135451333155111",[32,33,34,35],1794036689974]