15:[[47394291,{"by":"Tim25659","descendants":91,"id":47394291,"kids":[47395050,47394486,47394495,47394692,47397640,47395225,47394796,47394534,47394892,47396820,47395795,47396551,47394470,47394879,47394376,47401938,47394711,47394615,47395314,47395292,47394794,47395409,47395358,47394518,47402237,47394349,47425718,47398913,47401063,47394506,47396981,47398179,47416000,47394505,47418315,47395792,47397866,47404484,47395203,47395142,47395123,47394907,47394791,47398271,47396622,47394332,47395291,47394671,47398713,47396228,47396108,47396004,47396915,47408261,47394551,47411230,47394762,47396515,47394931,47394432,47395788,47438814,47411494,47394909,47394570,47408793,47409513,47395060],"score":98,"text":"With powerful AI coding assistants, I sometimes feel less motivated to study deep computer science topics like distributed systems and algorithms. AI can generate solutions quickly, which makes the effort of learning the fundamentals feel less urgent.

For those who have been in the industry longer, why do you think it’s still important to stay strong in CS fundamentals?","time":1773626532,"title":"Tell HN: AI tools are making me lose interest in CS fundamentals","type":"story"}],[47388646,{"by":"svara","descendants":616,"id":47388646,"kids":[47392707,47390383,47391792,47391995,47390316,47392420,47391820,47390672,47390648,47393867,47392416,47392799,47394210,47396802,47393006,47392000,47393046,47393720,47390008,47392671,47391699,47394091,47391752,47391833,47392414,47391721,47392407,47392282,47392418,47390058,47392549,47401945,47392828,47390628,47394613,47401106,47394292,47390293,47392554,47391859,47394018,47390379,47392081,47390673,47392862,47392115,47390427,47401802,47389661,47395571,47390510,47390589,47392203,47390432,47391754,47391798,47397802,47392767,47397948,47395201,47400665,47397044,47401156,47390450,47392243,47392043,47397871,47392693,47392669,47391580,47391695,47392286,47393025,47394178,47393245,47391569,47392834,47393756,47392228,47390808,47412299,47393007,47391947,47431518,47401082,47393749,47393329,47438747,47392770,47393024,47398669,47396215,47415880,47394046,47390911,47393215,47397791,47392363,47391522,47392495,47392644,47393379,47392784,47394406,47400035,47402893,47392136,47390683,47392053,47389891,47391118,47391582,47392633,47395284,47433458,47391197,47392425,47393391,47393423,47391648,47404393,47392573,47393291,47392820,47392665,47392618,47422833,47393709,47392144,47392910,47394246,47390781,47405922,47400323,47394107,47390907,47393554,47392038,47392609,47390983,47392700,47392626,47390423,47392891,47392889,47391605,47394063,47391718,47393355,47390601,47390309,47393616,47392517,47391733,47390487,47393022,47394722,47393707,47390466,47394810,47393061,47390324,47392601,47394287,47390674,47417378,47392621,47392366,47410107,47390388,47410408,47391878,47393237,47392370,47392224,47398423,47394147,47433873,47393150,47394263,47391901,47391734,47392126,47392529,47391411,47393032,47392931,47394476,47393127,47392187,47393806,47393865,47391807,47400322,47392619,47392861,47392230,47391460,47397628,47390530,47397393,47390566,47394212,47394632,47391191,47402896,47392384,47393437,47397114,47549730,47390715,47392941,47456747,47397409,47466516,47390811,47396969,47411276,47392445,47466241,47434178,47393442,47393458,47393516,47391954,47422874,47392155,47390495,47392116,47392013,47440431,47438794,47392911,47395762,47434548,47393660,47392842,47391632],"score":434,"text":"Comment sections on AI threads tend to split into "we're all cooked" and "AI is useless." I'd like to cut through the noise and learn what's actually working and what isn't, from concrete experience.

If you've recently used AI tools for professional coding work, tell us about it.

What tools did you use? What worked well and why? What challenges did you hit, and how (if at all) did you solve them?

Please share enough context (stack, project type, team size, experience level) for others to learn from your experience.

The goal is to build a grounded picture of where AI-assisted development actually stands in March 2026, without the hot air.","time":1773590303,"title":"Ask HN: How is AI-assisted coding going for you professionally?","type":"story"}],[47314064,{"by":"tirthkanani","descendants":0,"id":47314064,"kids":[47321067],"score":2,"text":"$16","time":1773084028,"title":"Code-review-graph: persistent code graph that cuts Claude Code token usage","type":"story"}],[47303111,{"by":"david927","descendants":1132,"id":47303111,"kids":[47303797,47303844,47305395,47304398,47304306,47303653,47307002,47306189,47306902,47308654,47303576,47311433,47304514,47304600,47304343,47310240,47303683,47303682,47305348,47304913,47303213,47303927,47308426,47305654,47304930,47308747,47306993,47303875,47303773,47304947,47304661,47305965,47303886,47325511,47306931,47305324,47307262,47364499,47306335,47305036,47304847,47304536,47307724,47304550,47310678,47304681,47306535,47304199,47303742,47304719,47310210,47305403,47309784,47304054,47306996,47305223,47305413,47304476,47305327,47309903,47303484,47305544,47304556,47306582,47305594,47306282,47311415,47307402,47310091,47304863,47308208,47304621,47310582,47306222,47303387,47305126,47305367,47305551,47313435,47307226,47325207,47306121,47326796,47313765,47310609,47303734,47325254,47305273,47304113,47307385,47305601,47305991,47304875,47305828,47303458,47306513,47305743,47309223,47307278,47307816,47305694,47307937,47306061,47464354,47313356,47303707,47309869,47305041,47307404,47309194,47307902,47304827,47304235,47308248,47304265,47306864,47304488,47303298,47305343,47305407,47303611,47305023,47307274,47310166,47305098,47308038,47306267,47304367,47309814,47311696,47307450,47317828,47315278,47304497,47303501,47371149,47305350,47322533,47310454,47306749,47304953,47304942,47367202,47303406,47340419,47304617,47306379,47305869,47306026,47310967,47310955,47313815,47305675,47306875,47303500,47303549,47463733,47306104,47305593,47328171,47347296,47309743,47304660,47309059,47303410,47310342,47309620,47308604,47307791,47310860,47305860,47312032,47312621,47352223,47304057,47305163,47310673,47307433,47310269,47303577,47303703,47310993,47338343,47309251,47305705,47305065,47308219,47305817,47381650,47306092,47348406,47306339,47312195,47312591,47322651,47307821,47352108,47305251,47304564,47304752,47336995,47336053,47305516,47309717,47305099,47324123,47303592,47304215,47305933,47304891,47309809,47309279,47316092,47304683,47349676,47304962,47309050,47305668,47303374,47320815,47308678,47310722,47309321,47320724,47304285,47303945,47308736,47310763,47308425,47304389,47308104,47306064,47305824,47314628,47308276,47310985,47315695,47304492,47304533,47309820,47308984,47307537,47303920,47303644,47303599,47303919,47424961,47312469,47306129,47323262,47309488,47317895,47305401,47322006,47303869,47323172,47304144,47305315,47309129,47351473,47311528,47304836,47303206,47303767,47311267,47309253,47315567,47304812,47305391,47305792,47314681,47308375,47308326,47325086,47340223,47303818,47304080,47328915,47308403,47319958,47307265,47303489,47303989,47307690,47319261,47303595,47369810,47309765,47304015,47304759,47360514,47311560,47304455,47331455,47305325,47303868,47306671,47311271,47327860,47306151,47305603,47306191,47304511,47308976,47308792,47310705,47305035,47314643,47314479,47303659,47307557,47387237,47307338,47305937,47303846,47307456,47307480,47303485,47307307,47320297,47307706,47308246,47303617,47306209,47306159,47309777,47304115,47316874,47322067,47309342,47311032,47317119,47303713,47308853,47307411,47321056,47324920,47304278,47303529,47306811,47303930,47304038,47309721,47304294,47303924,47356471,47306774,47303613,47315188,47307287,47315086,47308592,47303770,47315238,47328211,47306848,47314933,47303765,47303651,47305521,47306245,47306083,47303888,47304362,47305438,47311002,47308935,47306618,47305145,47306041,47304544,47307918,47304767,47304830,47304551,47309256,47307575,47324839,47304824,47307936,47307756,47304910,47303441,47323911,47307972,47305627,47308024,47304541,47305104,47304884,47310361,47338484,47306148,47307542,47307242,47305747,47304817,47306036,47364961,47316554,47306242,47303816,47307245,47322338,47317402,47305363,47310607,47311671,47317129,47314078,47305159,47305143,47330456,47309977,47308389,47307432,47306128,47304390,47310671,47310631,47305055,47307335,47310784,47306367,47315861,47309140,47304997,47310875,47304948,47307172,47307406,47305821,47311295,47307732,47305308,47304478,47306548,47322831,47304028,47309067,47307160,47305028,47305679,47308111,47304933,47304279,47305146,47306526,47317271,47304137,47306352,47315131,47313888,47321285,47307110,47307222,47313406,47305200,47310079,47304121,47305087,47308868,47316463,47305826,47304284,47306753,47304949,47305865,47311261,47306937,47303985,47316953,47306024,47305902,47306804,47316227,47305378,47307184,47305179,47362840,47308625,47305676,47307042,47307683,47303572,47311104,47310823,47304970,47305658,47304227,47308943,47307949,47306821,47309818,47303602,47304209,47303762,47304633,47305090,47307560,47307515,47305855,47309982,47305379,47306741,47307787,47303956,47308647,47306203,47307932,47303480,47306173,47368368,47305235,47304437,47307166,47304220,47310859,47365242,47307717,47306438,47305120,47308512,47314850,47304181,47309631,47303383,47308919,47309805,47304995,47325580,47304205,47304018,47315034,47305628,47303587,47307461,47304229,47307311,47310078,47308520,47306016,47410153,47306117,47305539,47325669,47322609,47305010,47304885,47304677,47311544,47304005,47308137,47305895,47307393,47307879,47306256,47309355,47318772,47304864,47304561,47308864,47310047,47305047,47305226,47312050,47307331,47307346,47307190,47303442,47307106,47306119,47315344,47308207,47310493,47310883,47304856,47304819,47304813,47303547,47304983,47308030,47305263,47305698,47304491,47306924,47313124,47304479,47307951,47308195,47312275,47318917,47319422,47303995,47323536,47304496,47304973,47306833,47306098,47305819,47308215,47307153,47305016,47306591,47310628,47306088,47306135,47317637,47304445,47305831,47307074,47311982,47309390,47303391,47303640,47304004,47307372,47306283,47305322,47303877,47313558,47314715,47304918,47313456,47304519,47304232,47310735,47310658,47305014,47311928,47313946,47304780,47307297,47307029,47309088,47308867,47306855,47309383,47308542,47305751,47308271,47305440,47306161,47311389,47310154,47308644,47305613,47310021,47303984,47324469,47307842,47311078,47304474,47303947,47327310,47305808,47306158,47427866,47309227,47327354,47303871,47304465,47304463,47310391,47306096,47347894,47306446,47308303,47317068,47310780,47305394,47304102,47307112,47304439,47304188,47320968,47306742,47303525,47363546,47303786,47335312,47368689,47312891,47303743,47349718,47323242,47310197,47333046,47305555,47304787,47305116,47303708,47307104,47307425,47306769,47366234,47333517,47304688,47306639,47308350,47310129,47316031,47308345,47304041,47303977,47304384,47311616,47318489,47304386,47320660,47304180,47304312,47306411,47304967,47312440,47309324,47310183,47305231,47314060,47360056,47476854,47308053,47331565,47366342,47434421,47306472,47453338,47311495,47310580,47355514,47320205,47324702,47350501,47333350,47340517,47446156,47328713,47355517,47320680,47352669,47311782,47353571,47305196,47309136,47326949,47303909,47305321,47322613,47307978,47367928,47405553,47320959,47306309,47307421,47304855,47306982,47324519,47306750,47321885,47344879,47304366,47303477,47307880,47320226,47347613,47304852,47318220,47303553,47322247,47306571,47320685,47305304,47360785,47306744,47317716],"score":290,"text":"What are you working on? Any new ideas that you're thinking about?","time":1773014838,"title":"Ask HN: What Are You Working On? (March 2026)","type":"story"}],[47235296,{"by":"Garbage","descendants":0,"id":47235296,"kids":[47235464],"score":4,"time":1772557180,"title":"AI Tooling for Software Engineers in 2026","type":"story","url":"https://newsletter.pragmaticengineer.com/p/ai-tooling-2026"}],[47235177,{"by":"artavazdsm","descendants":29,"id":47235177,"kids":[47235178,47243935,47235572,47240568,47235465,47236459,47235733,47237850,47235613,47254080,47235979,47245913,47245315,47235768,47238229,47243925,47235553,47239152,47237980,47237588,47235721,47235379,47238072,47246799,47235925,47235624,47235779,47235255,47289775,47235442,47235884,47247272,47247200,47236745,47235518,47236978,47244043,47235901,47244850,47235652,47238617,47242036,47235865,47242532,47237644,47235958,47236001,47235429,47235431,47236081,47235588,47235352,47236250,47235751],"score":40,"time":1772556713,"title":"My accent costs me 30 IQ points on Zoom. So we built an ML model to fix it","type":"story","url":"https://krisp.ai/blog/introducing-accent-conversion-for-the-listener/"}],[47224973,{"by":"swyx","descendants":2,"id":47224973,"kids":[47225624,47225112,47225269],"score":1,"time":1772489865,"title":"How to Kill the Code Review","type":"story","url":"https://www.latent.space/p/reviews-dead"}],[47225097,{"by":"martinprins","descendants":0,"id":47225097,"kids":[47225219],"score":2,"time":1772490597,"title":"I used Claude Code's agent teams on a production incident (field report)","type":"story","url":"https://magarcia.io/using-claude-code-agent-teams-for-incident-investigation/"}],[47215609,{"by":"DavidHaerer","descendants":37,"id":47215609,"kids":[47215815,47218664,47218657,47224059,47253125,47217122,47218007,47233274,47228237,47215844,47215726,47226693,47217702],"score":64,"text":"I appreciate HN for staying up-to-date with technical news.

For my side hustle I have to ramp-up on other areas like marketing, legal, sales, ...

So I wonder if there are similar high-quality sources like HN for these areas.","time":1772443618,"title":"Ask HN: What sources like HN do you consume?","type":"story"}],[47167898,{"by":"niel_hu","descendants":19,"id":47167898,"kids":[47167980,47180625,47181520,47169040,47168814,47175075,47207394],"score":23,"text":"Last week I asked Claude to build me a Jira sidebar that shows cross-project dependency graphs — the kind Jira buries across 4 clicks and 3 page loads. 4 prompts. Works inside my actual Jira. It just used Claude Chrome extension that injects a panel into the page I already have open.

And I keep thinking: why isn't everyone doing this?

The entire AI coding conversation is about building new apps from scratch. Cool. But I don't need a new app. Most people spend their workday inside apps they didn't choose: Jira, Salesforce, Workday, ServiceNow, etc. These tools are not going anywhere. My company chose them in 2019 and they're entrenched until at least 2029.

Chrome extensions just reads what's already in the DOM and augments it.

Is there a fundamental reason this can't work at scale that I'm not seeing? Why isn't Claude's Chrome extension catching more attention?","time":1772121893,"title":"I don't need AI to build me a new app. I need it to make Jira bearable","type":"story"}],[47196746,{"by":"waylake","descendants":4,"id":47196746,"kids":[47198644,47204527,47200221,47204017,47217536,47207363],"score":9,"text":"$17","time":1772293887,"title":"Garbage In, Garbage Out: The Degradation of Human Requirements in the LLM Era","type":"story"}],[47200535,{"by":"killmill","dead":true,"id":47200535,"kids":[47202443,47207319,47214713,47205282,47202591],"score":7,"time":1772314538,"type":"story"}]]

user:	Nathanf22
created:	February 28, 2026
karma:	8
about:	Building BlueLens — open source architecture diagrams that stay in sync with your code. TypeScript / React / Python / C++. github.com/Nathanf22/BlueLens

1.	1 points by Nathanf22 69 days ago \| discuss
2.	1 points by Nathanf22 77 days ago \| discuss