15:[[47205890,{"by":"nickk81","descendants":308,"id":47205890,"kids":[47205891,47209784,47206434,47206326,47208414,47206357,47206791,47206631,47206682,47206436,47206526,47208141,47206486,47206659,47207372,47207518,47210787,47209770,47206675,47206665,47213337,47206318,47211277,47206336,47207210,47210258,47206604,47206333,47206328,47206758,47206315,47206929,47215376,47206300,47210017,47207011,47206325,47209988,47206909,47218066,47206405,47206515,47209401,47206609,47214355,47212726,47206536,47210443,47209018,47209655,47207183,47206731,47208432,47210259,47207631,47214308,47210294,47206646,47208335,47208359,47224278,47211947,47208605,47212475,47206914,47213396,47216822,47207349,47208174,47210235,47208784,47211394,47208025,47206834,47206489,47209475,47206804,47213667,47208616,47209052],"score":591,"time":1772365741,"title":"I built a demo of what AI chat will look like when it's “free” and ad-supported","type":"story","url":"https://99helpers.com/tools/ad-supported-chat"}],[47074735,{"by":"MallocVoidstar","descendants":914,"id":47074735,"kids":[47076453,47079966,47080308,47075566,47076937,47076484,47076733,47075747,47075916,47075750,47076703,47075340,47075498,47075664,47076285,47075386,47075618,47085303,47082391,47076344,47082908,47078572,47080142,47077551,47075581,47076088,47082937,47077009,47078265,47079104,47076172,47075948,47078302,47075751,47076500,47076958,47081311,47075355,47085311,47081653,47076019,47105644,47086857,47083519,47075600,47075439,47075961,47086593,47075681,47085630,47075954,47075669,47075529,47087015,47076086,47076511,47082960,47095222,47075923,47076486,47098498,47077070,47077606,47076036,47075367,47081106,47076810,47077238,47075939,47080637,47075881,47082350,47076328,47084909,47086800,47087555,47096362,47075337,47076049,47075825,47086972,47075599,47075725,47080818,47080993,47075755,47077934,47080030,47077207,47075586,47081745,47084282,47080173,47084686,47083092,47075579,47078141,47085015,47081554,47084863,47076133,47079826,47076504,47075798,47129163,47076181,47075535,47079418,47079204,47076432,47080386,47077402,47075594,47078599,47075304,47084429,47087035,47081414,47075740,47075946,47075728,47076934,47078180,47079354,47077693,47080146,47075689,47076863,47077328,47077507,47076572,47077877,47078959,47077814,47077346,47081090,47083988,47076433,47075223,47077912,47076031,47076074],"score":963,"text":"Preview: https://console.cloud.google.com/vertex-ai/publishers/google...

Card: https://deepmind.google/models/model-cards/gemini-3-1-pro/","time":1771514397,"title":"Gemini 3.1 Pro","type":"story","url":"https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro/"}],[47049573,{"by":"hentrep","descendants":182,"id":47049573,"kids":[47050868,47052086,47050750,47049874,47050555,47050682,47050026,47050242,47060410,47051495,47049664,47051115,47147197,47053432,47056300,47050697,47050915,47056953,47058519,47060075,47050716,47051275,47060971,47050985,47060643,47053266,47050532,47051850,47053204,47054943,47055473,47050498,47057629,47059286,47055935,47059335,47055080,47052565,47050452,47061311,47050155,47056974,47049756,47147138],"score":369,"time":1771346923,"title":"HackMyClaw","type":"story","url":"https://hackmyclaw.com/"}],[45963670,{"by":"virgildotcodes","descendants":335,"id":45963670,"kids":[45964748,45965191,45966643,45964937,45964906,45965032,45965434,45963801,45964710,45966445,45965092,45964639,45965101,45965609,45965112,45963761,45967226,45967425,45966728,45966744,45965068,45970212,45966759,45964070,45967285,45976477,45963796,45964904,45965618,45966872,45967419,45966798,45967334,45967554,45964671,45968214,45969761,45965844,45967861,45967884,45970211,45963778,45965105,45964432,45964435,45966240,45966264,45977233,45964550,45966336,45969460,45975694,45965686,45969982,45965029,45970949,45964600,45965024],"score":280,"time":1763464340,"title":"Gemini 3 Pro Model Card [pdf]","type":"story","url":"https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-3-Pro-Model-Card.pdf"}],[45481298,{"by":"d-yoda","descendants":84,"id":45481298,"kids":[45481994,45483781,45482142,45482348,45482303,45489095,45490469,45482499,45482457,45486252,45505530,45483847,45482404,45482779,45482976,45482522,45482790,45484561,45483596,45481447,45481304],"score":136,"text":"Hi HN! I built pyscn for Python developers in the vibe coding era.\nIf you're using Cursor, Claude, or ChatGPT to ship Python code fast, you know the feeling: features work, tests pass, but the codebase feels... messy.

Common vibe coding artifacts:

• Code duplication (from copy-pasted snippets)

• Dead code from quick iterations

• Over-engineered solutions for simple problems

• Inconsistent patterns across modules

pyscn performs structural analysis:

• APTED tree edit distance + LSH

• Control-Flow Graph (CFG) analysis

• Coupling Between Objects (CBO)

• Cyclomatic Complexity

Try it without installation:

  uvx pyscn analyze .          # Using uv (fastest)\n  pipx run pyscn analyze .     # Using pipx\n  (Or install: pip install pyscn)\n

\nBuilt with Go + tree-sitter. Happy to dive into the implementation details!","time":1759670551,"title":"Show HN: Pyscn – Python code quality analyzer for vibe coders","type":"story","url":"https://github.com/ludo-technologies/pyscn"}],[45412098,{"by":"meetpateltech","descendants":50,"id":45412098,"kids":[45413163,45412465,45413550,45417031,45412745,45415854,45413790,45412351,45413200,45421286,45412366,45413063,45415728],"score":309,"time":1759141599,"title":"DeepSeek-v3.2-Exp","type":"story","url":"https://github.com/deepseek-ai/DeepSeek-V3.2-Exp"}],[42017048,{"by":"famouswaffles","descendants":33,"id":42017048,"kids":[42017601,42020432,42019519,42020695,42026750,42019701,42020745,42020976,42021430,42020816,42025814,42019937],"score":174,"time":1730470207,"title":"TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters","type":"story","url":"https://arxiv.org/abs/2410.23168"}]]

user:	eric15342335
created:	November 1, 2024
karma:	3
about:	meet.hn/city/22.3506270,114.1849161/Hong-Kong Interests: AI/ML, DevOps, Open Source, Privacy ---