AI编程元年：初级开发者被“团灭”？

新智元03-21

编辑：peter东【新智元导读】AI智能体接管编码后，初级开发者会批量失业，还是迎来跨行业爆发式机会？谷歌Chrome前工程负责人Addy Osmani直击人才管道断裂的隐忧与新生可能。2025，软件行业迎来转折点，AI编程从简单的自动补全变为能自主执行任务的智能体。之前是经济繁荣驱动招聘狂潮，如今有了AI编程，用人方转为效率至上的冷峻算计。而这促使新一代开发者带着与生俱来的AI基因，走进了一个既...

网页链接

免责声明：本文观点仅代表作者个人观点，不构成本平台的投资建议，本平台不对文章信息准确性、完整性和及时性做出任何保证，亦不对因使用或信赖文章信息引发的任何损失承担责任。

精彩评论

我们需要你的真知灼见来填补这片空白

发表看法

{"i18n":{"language":"zh_CN"},"isChannel":false,"data":{"share":"https://www.laohu8.com/m/news/2621699757?lang=zh_CN&edition=full","thumbnail":"","is_english":false,"pubTime":"2026-03-21 12:35","share_image_url":"https://static.laohu8.com/e9f99090a1c2ed51c021029395664489","id":"2621699757","market":"hk","top_or_hot":-1,"title":"AI编程元年：初级开发者被“团灭”？","media":"新智元","content":"<div>\n<p>编辑：peter东【新智元导读】AI智能体接管编码后，初级开发者会批量失业，还是迎来跨行业爆发式机会？谷歌Chrome前工程负责人Addy Osmani直击人才管道断裂的隐忧与新生可能。2025，软件行业迎来转折点，AI编程从简单的自动补全变为能自主执行任务的智能体。之前是经济繁荣驱动招聘狂潮，如今有了AI编程，用人方转为效率至上的冷峻算计。而这促使新一代开发者带着与生俱来的AI基因，走进了一个既...</p>\n\n<a href=\"https://tech.ifeng.com/c/8rfnnkS9MPA\">网页链接</a>\n\n</div>\n","source":"fenghuang_stock","html":"<!DOCTYPE html>\n<html>\n<head>\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1.0,minimum-scale=1.0,maximum-scale=1.0,user-scalable=no\"/>\n<meta name=\"format-detection\" content=\"telephone=no,email=no,address=no\" />\n<title>AI编程元年：初级开发者被“团灭”？</title>\n<style type=\"text/css\">\na,abbr,acronym,address,applet,article,aside,audio,b,big,blockquote,body,canvas,caption,center,cite,code,dd,del,details,dfn,div,dl,dt,\nem,embed,fieldset,figcaption,figure,footer,form,h1,h2,h3,h4,h5,h6,header,hgroup,html,i,iframe,img,ins,kbd,label,legend,li,mark,menu,nav,\nobject,ol,output,p,pre,q,ruby,s,samp,section,small,span,strike,strong,sub,summary,sup,table,tbody,td,tfoot,th,thead,time,tr,tt,u,ul,var,video{ font:inherit;margin:0;padding:0;vertical-align:baseline;border:0 }\nbody{ font-size:16px; line-height:1.5; color:#999; background:transparent; }\n.wrapper{ overflow:hidden;word-break:break-all;padding:10px; }\nh1,h2{ font-weight:normal; line-height:1.35; margin-bottom:.6em; }\nh3,h4,h5,h6{ line-height:1.35; margin-bottom:1em; }\nh1{ font-size:24px; }\nh2{ font-size:20px; }\nh3{ font-size:18px; }\nh4{ font-size:16px; }\nh5{ font-size:14px; }\nh6{ font-size:12px; }\np,ul,ol,blockquote,dl,table{ margin:1.2em 0; }\nul,ol{ margin-left:2em; }\nul{ list-style:disc; }\nol{ list-style:decimal; }\nli,li p{ margin:10px 0;}\nimg{ max-width:100%;display:block;margin:0 auto 1em; }\nblockquote{ color:#B5B2B1; border-left:3px solid #aaa; padding:1em; }\nstrong,b{font-weight:bold;}\nem,i{font-style:italic;}\ntable{ width:100%;border-collapse:collapse;border-spacing:1px;margin:1em 0;font-size:.9em; }\nth,td{ padding:5px;text-align:left;border:1px solid #aaa; }\nth{ font-weight:bold;background:#5d5d5d; }\n.symbol-link{font-weight:bold;}\n/* header{ border-bottom:1px solid #494756; } */\n.title{ margin:0 0 8px;line-height:1.3;color:#ddd; }\n.meta {color:#5e5c6d;font-size:13px;margin:0 0 .5em; }\na{text-decoration:none; color:#2a4b87;}\n.meta .head { display: inline-block; overflow: hidden}\n.head .h-thumb { width: 30px; height: 30px; margin: 0; padding: 0; border-radius: 50%; float: left;}\n.head .h-content { margin: 0; padding: 0 0 0 9px; float: left;}\n.head .h-name {font-size: 13px; color: #eee; margin: 0;}\n.head .h-time {font-size: 11px; color: #7E829C; margin: 0;line-height: 11px;}\n.small {font-size: 12.5px; display: inline-block; transform: scale(0.9); -webkit-transform: scale(0.9); transform-origin: left; -webkit-transform-origin: left;}\n.smaller {font-size: 12.5px; display: inline-block; transform: scale(0.8); -webkit-transform: scale(0.8); transform-origin: left; -webkit-transform-origin: left;}\n.bt-text {font-size: 12px;margin: 1.5em 0 0 0}\n.bt-text p {margin: 0}\n</style>\n</head>\n<body>\n<div class=\"wrapper\">\n<header>\n<h2 class=\"title\">\nAI编程元年：初级开发者被“团灭”？\n</h2>\n\n<h4 class=\"meta\">\n\n\n2026-03-21 12:35 北京时间&nbsp;&nbsp;&nbsp;<a href=https://tech.ifeng.com/c/8rfnnkS9MPA><strong>新智元</strong></a>\n\n\n</h4>\n\n</header>\n<article>\n<div>\n<p>编辑：peter东【新智元导读】AI智能体接管编码后，初级开发者会批量失业，还是迎来跨行业爆发式机会？谷歌Chrome前工程负责人Addy Osmani直击人才管道断裂的隐忧与新生可能。2025，软件行业迎来转折点，AI编程从简单的自动补全变为能自主执行任务的智能体。之前是经济繁荣驱动招聘狂潮，如今有了AI编程，用人方转为效率至上的冷峻算计。而这促使新一代开发者带着与生俱来的AI基因，走进了一个既...</p>\n\n<a href=\"https://tech.ifeng.com/c/8rfnnkS9MPA\">网页链接</a>\n\n</div>\n\n\n</article>\n</div>\n</body>\n</html>\n","isBrief":false,"type":0,"news_type":1,"symbol":"BK4581","symbol_name":"高盛持仓","start_time":0,"source_url":"https://tech.ifeng.com/c/8rfnnkS9MPA","article_id":"2621699757","we_media_id":null,"thumbnails":[],"rights":null,"url":"https://stock-news.laohu8.com/highlight/detail?id=2621699757","pubTimestamp":1774067709,"columns":[],"sourceInfo":{"source_id":"fenghuang_stock","name":"凤凰网"},"weMediaInfo":null,"summary":"但与此同时发生的，AI为各行各业的开发者打开了巨大的需求市场。未来需要的是既能借助 AI 快速解决问题，也能在 AI 失效时处理棘手问题的开发者。将AI视为劳动力替代的公司可能会缩减开发团队，要求剩余的工程师保持自动化运行。","collect":0,"end_time":0,"defaultTopTitle":"ifeng.com","property":[],"viewcount":null,"language":"zh","relate_stocks":{"BK4581":"高盛持仓","BK4532":"文艺复兴科技持仓","LU1852331112.SGD":"Blackrock World Technology Fund A2 SGD-H","LU0784385170.HKD":"BGF GLOBAL MULTI ASSET INCOME \"A6\" (HKDHGD) INC","IE00BQXX3C00.GBP":"GUINNESS GLOBAL INNOVATORS \"C\" (GBP) ACC","IE00BQXX3F31.USD":"GUINNESS GLOBAL INNOVATORS \"C\" (USD) ACC","BK4534":"瑞士信贷持仓","LU0792757196.USD":"TEMPLETON SHARIAH GLOBAL EQUITY FUND \"A\" (USD) ACC","BK4533":"AQR资本管理(全球第二大对冲基金)","LU0345768153.USD":"NINETY ONE GSF GLOBAL STRATEGIC MANAGED \"A\" (USD) ACC","LU1066051498.USD":"HSBC GIF GLOBAL EQUITY VOLATILITY FOCUSED \"AM2\" (USD) INC","LU0265550359.USD":"BGF SYSTEMATIC GLOBAL ENHANCED EQUITY YIELD \"A2\" (USD) ACC","LU1989764664.SGD":"CPR Invest - Global Disruptive Opportunities A2 Acc SGD-H","BK4538":"云计算","LU0820561909.HKD":"ALLIANZ INCOME AND GROWTH \"AM\" (HKD) INC","LU1121112475.USD":"NINETY ONE GSF GLOBAL FRANCHISE \"A\" (USDHDG) ACC","LU1989764748.USD":"东方汇理环球颠覆性机遇A2 Acc","LU0323591593.USD":"SCHRODER ISF QEP GLOBAL QUALITY \"A\" (USD) ACC","LU1119994496.HKD":"FIDELITY WORLD \"A\" (HKD) ACC","LU1116320737.USD":"BGF SYSTEMATIC GLOBAL ENHANCED EQUITY YIELD \"A6\" (USD) INC","LU0256863902.USD":"ALLIANZ US EQUITY \"AT\" (USD) ACC","IE00B19Z8W00.USD":"FTGF CLEARBRIDGE US LARGE CAP GROWTH \"A\" INC","GB00B4QBRK32.GBP":"FUNDSMITH EQUITY \"R\" (GBP) INC","LU0256863811.USD":"ALLIANZ US EQUITY \"A\" INC","LU0215105999.USD":"SCHRODER ISF GLOBAL EQUITY \"A\" ACC","LU0689472784.USD":"安联收益及增长基金Cl AM AT Acc","GB00B4LPDJ14.GBP":"FUNDSMITH EQUITY \"R\" (GBP) ACC","LU0267386448.USD":"FIDELITY FIRST ALL COUNTRY WORLD \"A\" (USD) INC","LU1116320901.HKD":"BGF SYSTEMATIC GLOBAL ENHANCED EQUITY YIELD \"A6\" (HKD) INC","IE00B1BXHZ80.USD":"Legg Mason ClearBridge - US Appreciation A Acc USD","LU1261432733.SGD":"Fidelity World A-ACC-SGD","LU0225283273.USD":"SCHRODER ISF GLOBAL EQUITY ALPHA \"A\" (USD) ACC","IE00BKDWB100.SGD":"PINEBRIDGE US LARGE CAP RESEARCH ENHANCED \"A5H\" (SGDHDG) ACC","IE0034235295.USD":"PINEBRIDGE GLOBAL DYNAMIC ASSET ALLOCATION \"A\" (USD) ACC","LU2092937148.SGD":"Blackrock ESG Multi-Asset A8 SGD-H","LU1894683264.USD":"AMUNDI FUNDS US EQUITY RESEARCH VALUE \"A2\" (USD) ACC","LU2092627202.USD":"Blackrock ESG Multi-Asset A8 USD-H","IE00BJTD4V19.USD":"NEUBERGER BERMAN US LONG SHORT EQUITY \"A1\" (USD) ACC","LU2077746001.SGD":"Blackrock ESG Multi-Asset A2 SGD-H","LU0203345920.USD":"SCHRODER ISF QEP GLB ACT. VL \"A\" (USD) ACC","LU2097829019.USD":"AZ EQUITY - BORLETTI GLOBAL LIFESTYLE \"AI\" (USD) ACC","LU0310800379.SGD":"FTIF - Templeton Global A Acc SGD","LU1153585028.USD":"BGF GLOBAL LONG-HORIZON EQUITY  \"A4\" (USD) INC","LU0211331839.USD":"FRANKLIN MUTUAL GLB DISCOVERY \"A\" (USD) ACC","LU1232071149.USD":"AZ FUND 1 GLOBAL GROWTH SELECTOR \"AAZ\" (USDHDG) ACC","LU0994945656.USD":"NINETY ONE GSF GLOBAL FRANCHISE \"A\" (USD) INC 2","LU1301847155.USD":"BGF GLOBAL MULTI-ASSET INCOME FUND \"A4G\" (USD) INC","LU1551013342.USD":"Allianz Income and Growth Cl AMg2 DIS USD","LU1235294995.USD":"FIDELITY GLOBAL TECHNOLOGY \"A\" (USDHDG) ACC","LU2381873111.SGD":"BGF SYSTEMATIC GLOBAL EQUITY HIGH INCOME \"A6\" (SGDHDG) INC","IE00BFMHRM44.USD":"NEUBERGER BERMAN GLOBAL EQUITY MEGATRENDS \"A\" (USD) ACC","AIYY":"YIELDMAX AI OPTION INCOME STRATEGY ETF","LU2404859741.USD":"FUNDSMITH EQUITY FUND \"R\" (USD) INC","LU2404859667.USD":"FUNDSMITH EQUITY FUND \"R\" (USD) ACC","LU1880398554.USD":"AMUNDI FUNDS GLOBAL EQUITY \"A2\" (USD) INC","LU1670756490.USD":"ALLIANZ EUROPE INCOME AND GROWTH \"AT\" (USDHDG) ACC","LU0690374961.EUR":"FUNDSMITH EQUITY \"R\" (EUR) INC","BK4503":"景林资产持仓","IE00BKVL7J92.USD":"Legg Mason ClearBridge - US Equity Sustainability Leaders A Acc USD","LU0690374615.EUR":"FUNDSMITH EQUITY \"R\" (EUR) ACC","BK4566":"资本集团","LU1868837300.USD":"CT (LUX) I AMERICAN FUND \"9\" (USD) ACC","LU1267930573.SGD":"TEMPLETON GLOBAL \"AA\" (SGD) ACC A","LU2087625088.SGD":"ALLSPRING  US ALL CAP GROWTH \"A\" (SGDHDG) ACC","LU1868836914.USD":"CT (LUX) I AMERICAN \"3\" (USD) ACC","LU0494093205.USD":"贝莱德ESG灵活多元资产A2 USD-H","LU1868837136.USD":"CT (LUX) I AMERICAN \"8\" (USD) ACC","LU1548497426.USD":"安联环球人工智能AT Acc","LU0170899867.USD":"EASTSPRING INVESTMENTS WORLD VALUE EQUITY  \"A\" (USD) ACC","LU0426412945.USD":"NINETY ONE GSF GLOBAL FRANCHISE \"A\" (USD) ACC","LU1868836591.USD":"CT (LUX) I AMERICAN \"1U\"(USD) ACC","LU2756315664.SGD":"ALLIANZ INCOME AND GROWTH \"AMI\" (SGDHDG) INC","LU1868836757.USD":"CT (LUX) I AMERICAN FUND \"2\" (USD) ACC","SG9999014906.USD":"大华全球优质成长基金Acc USD","LU0957791311.USD":"THREADNEEDLE (LUX) GLOBAL FOCUS \"ZU\" (USD) ACC","LU1815333072.USD":"THREADNEEDLE (LUX) GLOBAL FOCUS \"AUP\" (USD) INC","BK4561":"索罗斯持仓","LU1316542783.SGD":"Janus Henderson Horizon Global Technology Leaders A2 SGD","LU1935043023.USD":"MANULIFE GF GLOBAL MULTI-ASSET DIVERSIFIED INCOME \"AA\" (USD) INC A","LU2746668461.USD":"MANULIFE DYNAMIC LEADERS \"AA\" (USD) ACC","LU0642271901.SGD":"Janus Henderson Horizon Global Technology Leaders A2 SGD-H","LU2360106780.USD":"BGF WORLD TECHNOLOGY \"A4\" (USD) INC","LU0320765489.SGD":"FTIF - Franklin Mutual US Value A Acc SGD","LU1430594728.SGD":"Eastspring Investments - Global Low Volatility Equity AS SGD","LU2756315318.SGD":"ALLIANZ INCOME AND GROWTH \"AMG\" (SGDHDG) INC A","LU2746668974.SGD":"MANULIFE DYNAMIC LEADERS \"AA\" (SGDHDG) ACC","IE0004091025.USD":"BNY MELLON GLOBAL OPPORTUNITIES \"B\" (USD) ACC","LU1400636491.USD":"Allianz Europe Income and Growth Cl AMg DIS H2-USD","LU0061474705.USD":"THREADNEEDLE (LUX) GLOBAL DYNAMIC REAL RETURN \"AU\" (USD) ACC","LU1244550494.USD":"FRANKLIN GLOBAL MULTI-ASSET INCOME \"A\" (USDHEDGED) ACC","LU2087621335.USD":"ALLSPRING GLOBAL FACTOR ENHANCED EQUITY \"A\" (USD) ACC","LU0345774391.USD":"NINETY ONE GSF AMERICAN FRANCHISE \"A\" (USD) ACC","BK4543":"AI","LU1974910355.USD":"Allianz Thematica Cl AMg DIS USD","LU1046421795.USD":"富达环球科技A-ACC","IE00BYXW3230.USD":"PINEBRIDGE GLOBAL DYNAMIC ASSET ALLOCATION \"AA\" (USD) ACC","LU0289960550.SGD":"AB FCP I - GLOBAL EQUITY BLEND PORTFOLIO 'A' (SGD) ACC","LU1221951046.USD":"NORDEA 1 STABLE RETURN \"HM\" (USDHDG) INC","LU1221951129.SGD":"NORDEA 1 STABLE RETURN \"HM\" (SGDHDG) INC","BK4514":"搜索引擎","LU1670628061.USD":"M&G (LUX) NORTH AMERICAN DIVIDEND \"A\" (USD) INC","LU1196500208.SGD":"NORDEA STABLE RETURN \"HB\" (SGDHDG) ACC","BK4592":"伊斯兰概念","LU1059921491.USD":"NORDEA 1 GLOBAL STABLE EQUITY \"HB\" (USDHDG) ACC","LU0889566641.SGD":"FTSF - Templeton Shariah Global Equity A Acc SGD","LU2065170008.USD":"M&G (LUX) GLOBAL MAXIMA \"A\" (USD) INC","LU0109391861.USD":"富兰克林美国机遇基金A Acc","LU0985320562.USD":"NORDEA 1 GLOBAL STARS EQUITY \"BP\" (USD) ACC","LU1267930730.SGD":"富兰克林美国机遇基金AS Acc SGD (CPF)","LU0742534661.SGD":"Fidelity America A-SGD (hedged)","LU0466842654.USD":"HSBC ISLAMIC GLOBAL EQUITY INDEX \"A\" (USD) ACC","LU0640476718.USD":"THREADNEEDLE (LUX) US CONTRARIAN CORE EQ \"AU\" (USD) ACC","LU1280957306.USD":"THREADNEEDLE (LUX) US CONTRARIAN CORE EQUITIES \"AUP\" (USD) INC","LU2860962120.EUR":"CPR INVEST - ARTIFICIAL INTELLIGENCE \"A2\" (EUR) ACC A","BK4077":"互动媒体与服务","LU1032955483.USD":"NORDEA 1 STABLE RETURN \"HB\" (USDHDG) ACC","LU0128525689.USD":"TEMPLETON GLOBAL BALANCED \"A\"(USD) ACC","LU2237438978.USD":"Amundi Funds US Pioneer A2 (C) USD","LU0444973449.USD":"CT (LUX) I GLOBAL TECHNOLOGY \"DU\" (USD) ACC","LU2602419157.SGD":"HSBC ISLAMIC GLOBAL EQUITY INDEX \"AC\" (SGD) ACC","LU1585245621.USD":"EASTSPRING INV GLOBAL LOW VOLATILITY EQUITY FUND \"A\" (USD) ACC B","LU0158827948.USD":"ALLIANZ GLOBAL SUSTAINABILITY \"A\" (USD) INC","LU0320765059.SGD":"FTIF - Franklin US Opportunities A Acc SGD","LU2065171311.SGD":"M&G (LUX) GLOBAL MAXIMA \"A\" (SGD) ACC","BK4550":"红杉资本持仓","LU2065171402.SGD":"M&G (LUX) GLOBAL MAXIMA \"A\" (SGD) INC","LU2471134952.CNY":"INVESCO GLOBAL EQUITY INCOME ADVANTAGE \"A\" (CNYHDG) INC","LU0708994859.HKD":"TEMPLETON GLOBAL \"A\" (HKD) ACC","BK4598":"佩洛西持仓","BK4551":"寇图资本持仓","LU0208291251.USD":"FRANKLIN MUTUAL U.S. VALUE \"A\" (USD) INC","IE00BJTD4N35.SGD":"Neuberger Berman US Long Short Equity A1  Acc SGD-H","LU2471134879.HKD":"INVESCO GLOBAL EQUITY INCOME ADVANTAGE \"A\" (HKD) INC","IE00B19Z8X17.USD":"FTGF CLEARBRIDGE US LARGE CAP GROWTH  \"AG\" (USD) ACC","LU0029864427.USD":"TEMPLETON GLOBAL \"A\" (USD) INC","LU2471134523.USD":"INVESCO GLOBAL EQUITY INCOME ADVANTAGE \"A\" (USD) ACC","LU2471134796.USD":"INVESCO GLOBAL EQUITY INCOME ADVANTAGE \"A\" (USD) INC","IE00B7SZLL34.SGD":"Legg Mason ClearBridge - Value A Acc SGD-H","LU0820562030.AUD":"ALLIANZ INCOME AND GROWTH \"AMH2\" (AUDHDG) H2 INC","LU2750360641.GBP":"INVESCO GLOBAL EQUITY INCOME ADVANTAGE \"A\" (GBPHDG) INC","LU2750360997.AUD":"INVESCO GLOBAL EQUITY INCOME ADVANTAGE \"A\" (AUDHDG) INC","LU2023251221.USD":"ALLIANZ GLOBAL SUSTAINABILITY \"AM\" (USD) INC","BK4602":"量子计算概念","BK4528":"SaaS概念","LU0211326755.USD":"TEMPLETON GLOBAL INCOME \"A\" (USD) ACC","IE00BMPRXR70.SGD":"Neuberger Berman 5G Connectivity A Acc SGD-H","LU0787776722.HKD":"AB SELECT US EQUITY PORTFOLIO \"A\" (HKD) ACC","LU2089283258.USD":"安联环球可持续基金Cl AM Dis","LU2168564495.EUR":"AZ ALLOCATION - TREND \"AI\" (EUR) ACC","LU2168564222.USD":"AZ ALLOCATION - TREND \"AAZ\" (USDHDG) ACC","LU2168564065.EUR":"AZ ALLOCATION - TREND \"AAZ\" (EUR) ACC","SG9999018857.SGD":"United Global Quality Growth Fd Cl Acc SGD-H","BK4527":"明星科技股","IE0002270589.USD":"LEGG MASON CLEARBRIDGE VALUE \"A\" (USD) INC","LU2168563687.JPY":"AZ ALLOCATION - TREND \"AAZ\" (JPYHDG) ACC","LU1778281490.HKD":"HSBC GIF GLOBAL LOWER CARBON EQUITY \"AD\" (HKD) INC","IE00BKPKM429.USD":"NEUBERGER BERMAN GLOBAL SUSTAINABLE EQUITY \"A\" (USD) ACC","LU2168564149.EUR":"AZ ALLOCATION - TREND \"BAZ\" (EUR) ACC","LU0251142724.SGD":"Fidelity America A-SGD","LU0476273544.USD":"CT (LUX) I GLOBAL TECHNOLOGY \"BU\" (USD) ACC","LU0348723411.USD":"ALLIANZ GLOBAL HI-TECH GROWTH \"A\" (USD) INC","LU0353189680.USD":"富国美国全盘成长基金Cl A Acc","LU2023250330.USD":"ALLIANZ INCOME AND GROWTH \"AMG\" (USD) INC","BK4612":"AI芯片","LU0158827781.USD":" ALLIANZ GLOBAL SUSTAINABILITY \"AT\" (USD) ACC","LU1917777945.USD":"安联专题基金Cl AT Acc","LU1699723380.USD":"ALLSPRING GLOBAL LONG/SHORT EQUITY \"AP\" (USD) ACC","LU1804176565.USD":"EASTSPRING INV GLOBAL GROWTH EQUITY \"A\" (USD) ACC","LU2242650005.HKD":"FIDELITY FUNDS GLOBAL MULTI ASSET DYNAMIC \"A\" (HKD) ACC","IE00B19Z3B42.SGD":"Legg Mason ClearBridge - Value A Acc SGD","SG9999015978.USD":"利安颠覆性创新基金A","LU2211815571.USD":"ALLIANZ POSITIVE CHANGE \"AT\" (USD) ACC","LU0276348264.USD":"THREADNEEDLE (LUX) GLOBAL DYNAMIC REAL RETURN\"AUP\" (USD) INC","LU0784385840.USD":"Blackrock Global Multi-Asset Income A2 USD","LU2433249047.HKD":"THEMATICS META \"R/A\" (HKD) ACC","LU2063271972.USD":"富兰克林创新领域基金","LU1935043536.SGD":"MANULIFE GF GLOBAL MULTI-ASSET DIVERSIFIED INCOME \"AA\" (SGDHDG) INC A","LU2213496289.HKD":"ALLIANZ INCOME AND GROWTH \"AT\" (HKD) ACC","LU1400636574.HKD":"ALLIANZ EUROPE INCOME AND GROWTH \"AMG\" (HKDHDG) INC","LU0127658192.USD":"EASTSPRING INVESTMENTS GLOBAL TECHNOLOGY \"A\" (USD) ACC","LU2244417387.USD":"FIDELITY SUSTAINABLE US EQUITY \"A\" (USD) ACC","LU1894683348.USD":"AMUNDI FUNDS US EQUITY RESEARCH VALUE \"A2\" (USD) INC","LU0784383803.USD":"BGF GLOBAL MULTI-ASSET INCOME FUND \"A\" (USD) INC A","LU0557290698.USD":"施罗德环球可持续增长基金","LU1815336760.USD":"THREADNEEDLE (LUX) GLOBAL TECHNOLOGY \"AUP\" (USD) INC","LU2023250504.SGD":"Allianz Thematica Cl AMg DIS H2-SGD","SG9999000418.SGD":"Aberdeen Standard Global Technology SGD","LU0198837287.USD":"UBS (LUX) EQUITY SICAV - USA GROWTH \"P\" (USD) ACC","LU0976567544.SGD":"FTIF - Templeton Global Income A Mdis SGD-H1","IE00BDRTCR15.USD":"PINEBRIDGE GLOBAL DYNAMIC ASSET ALLOCATION \"ADC\" (USD) INC A","LU1791710582.SGD":"Fidelity Global Demographics A-ACC-SGD (SGD/USD hedged)","IE0034235303.USD":"PINEBRIDGE US RESEARCH ENHANCED CORE EQUITY \"A\" (USD) ACC","LU1791710400.SGD":"Fidelity Global Demographics A-ACC-SGD","LU2125909593.SGD":"Natixis Thematics Meta R/A SGD","LU2054465674.USD":"UBS (LUX) KEY SELEC SICAV DIGITAL TRANSFORMATION T \"P\" (USD) ACC","LU0056508442.USD":"贝莱德世界科技基金A2","BK4023":"应用软件","LU0868494708.USD":"UBS (LUX) EQUITY SICAV - US TOTAL YIELD SUSTAINABLE \"P\" (USD) INC","LU1043141396.HKD":"NINETY ONE GSF GLOBAL FRANCHISE \"A\" (HKD) ACC","LU2265009873.SGD":"Eastspring Investments - Global Growth Equity AS SGD-H","LU1267930227.SGD":"TEMPLETON GLOBAL BALANCED \"AS\" (SGD) ACC A","LU2403377893.USD":"ALLIANZ SELECT INCOME AND GROWTH \"AM\" (USD) INC","LU1064131342.USD":"Fullerton Lux Funds - Global Absolute Alpha A Acc USD","LU2250418816.HKD":"BGF WORLD TECHNOLOGY \"A\" (HKD) ACC","LU1043141123.HKD":"NINETY ONE GSF GLOBAL FRANCHISE \"A\" (HKD) INC 2","LU0052756011.USD":"TEMPLETON GLOBAL BALANCED \"A\" (USD) INC","LU2111349929.HKD":"ALLIANZ GLOBAL SUSTAINABILITY \"AM\" (HKD) INC","LU1496350502.SGD":"FRANKLIN DIVERSIFIED DYNAMIC \"A\" (SGDHDG) ACC","LU2236285917.USD":"ALLIANZ GLOBAL INCOME \"AMG\" (USD) INC","IE00BJLML261.HKD":"HSBC GLOBAL EQUITY INDEX \"HCH\" (HKD) ACC","LU1674673691.USD":"HSBC GIF GLOBAL LOWER CARBON EQUITY \"AD\" (USD) INC","LU0210533765.USD":"JPM GLOBAL GROWTH \"A\" (USD) ACC","LU0234570918.USD":"高盛全球核心股票组合Acc Close","LU0061475181.USD":"THREADNEEDLE (LUX) AMERICAN \"AU\" (USD) ACC","LU1674673428.USD":"HSBC GIF GLOBAL LOWER CARBON EQUITY \"AC\" (USD) ACC","LU0316494557.USD":"FRANKLIN GLOBAL FUNDAMENTAL STRATEGIES \"A\" ACC","LU1718418525.SGD":"JPMorgan Investment Funds - Global Select Equity A (acc) SGD","LU0942090050.USD":"UBS (LUX) EQUITY SICAV - US TOTAL YIELD SUSTAINABLE \"P\" (USD)  INC","LU1267930813.SGD":"FRANKLIN TEMPLETON SHARIAH GLOBAL EQUITY \"AS\" (SGD) ACC","LU2456880835.USD":"ALLIANZ GLOBAL INCOME \"AT\" (USD) ACC","LU0094547139.USD":"abrdn SICAV I - GLOBAL SUSTAINABLE EQUITY FUND \"A\" (USD) ACC","IE00B19Z3581.USD":"Legg Mason ClearBridge - Value A Acc USD","LU0708995401.HKD":"FRANKLIN U.S. OPPORTUNITIES \"A\" (HKD) ACC","LU0820561818.USD":"安联收益及增长平衡基金Cl AM DIS","LU0154236417.USD":"BGF US FLEXIBLE EQUITY \"A2\" ACC","LU0211328371.USD":"TEMPLETON GLOBAL EQUITY INCOME \"A\" (MDIS) (USD)   INC","LU0130102774.USD":"Natixis Harris Associates US Equity RA USD","LU0130517989.USD":"HARRIS ASSOCIATES US VALUE EQUITY \"R\" INC","LU0080751232.USD":"富达环球多元动力基金A","LU1303367103.USD":"摩根大通多经理另类基金 A (acc)","LU2125154778.USD":"ALLSPRING GLOBAL EQUITY ENHANCED INCOME \"A\" (USD) INC","LU0345769128.USD":"NINETY ONE GSF GLOBAL EQUITY \"A\" (USD) ACC","LU2098885051.SGD":"JPMorgan Funds - Multi-Manager Alternatives A (acc) SGD","LU2097344431.USD":"SCHRODER ISF SUSTAINABLE MULTI-ASSET INCOME \"A\" (USDHDG) INC","LU2097344357.USD":"SCHRODER ISF SUSTAINABLE MULTI-ASSET INCOME \"A\" (USDHDG) ACC","LU0234572021.USD":"高盛美国核心股票组合Acc","LU0957808578.USD":"THREADNEEDLE (LUX) GLOBAL TECHNOLOGY \"ZU\" (USD) ACC","LU0477156797.USD":"HARRIS ASSOCIATES GLOBAL EQUITY \"RE\" (USD) ACC","IE00BMPRXQ63.HKD":"NEUBERGER BERMAN NEXT GENERATION CONNECTIVITY FUND \"A\" (HKDHDG) ACC","LU0128525929.USD":"TEMPLETON GLOBAL \"A\" (USD) ACC","LU0130518102.USD":"HARRIS ASSOCIATES GLOBAL EQUITY \"R\" INC","LU0070217475.USD":"JPM GLOBAL SELECT EQUITY \"A\" ACC","LU1951198990.SGD":"Natixis Thematics AI & Robotics Fund H-R/A SGD-H","IE00B19Z9505.USD":"美盛-美国大盘成长股A Acc","LU0345769631.USD":"NINETY ONE GSF GLOBAL EQUITY \"A\" (USD) INC","LU1244550577.SGD":"FTIF - Franklin Global Multi-Asset Income A (Mdis) SGD-H1","LU0477156953.USD":"HARRIS ASSOCIATES US VALUE EQUITY \"RE\" (USD) ACC","LU1951200564.SGD":"Natixis Thematics AI & Robotics Fund R/A SGD","LU0211326839.USD":"TEMPLETON GLOBAL INCOME \"A\" (USD) INC","IE00BWXC8680.SGD":"PINEBRIDGE US LARGE CAP RESEARCH ENHANCED \"A5\" (SGD) ACC","LU0006306889.USD":"SCHRODER ISF US LARGE CAP \"A\" (USD) INC AV","LU0345770993.USD":"NINETY ONE GSF GLOBAL STRATEGIC EQUITY \"A\" (USD) INC","LU0061474960.USD":"天利环球焦点基金AU Acc","LU0683600562.USD":"AB SELECT US EQUITY \"A\" (USD) ACC","IE00BLSP4239.USD":"Legg Mason ClearBridge - Tactical Dividend Income A Mdis USD Plus","LU1923623000.USD":"Natixis Thematics AI & Robotics Fund R/A USD","LU2125909247.SGD":"Natixis Thematics Meta H-R/A SGD","IE00BMPRXN33.USD":"NEUBERGER BERMAN 5G CONNECTIVITY \"A\" (USD) ACC","LU0672654240.SGD":"FTIF - Franklin US Opportunities A Acc SGD-H1","LU1429558221.USD":"Natixis Loomis Sayles US Growth Equity RA USD","SG9999015952.SGD":"LIONGLOBAL DISRUPTIVE INNOVATION \"I\" (SGD) ACC","LU2264538146.SGD":"Fullerton Lux Funds - Global Absolute Alpha A Acc SGD","IE00BHPRN162.USD":"BNY MELLON BLOCKCHAIN INNOVATION \"B\" (USD) ACC","LU1435385759.SGD":"Natixis Loomis Sayles US Growth Equity RA SGD-H","LU1803068623.USD":"TEMPLETON GLOBAL CLIMATE CHANGE \"AH1\" (USDHDG) ACC","IE00BN8TJ469.HKD":"FTGF CLEARBRIDGE TACTICAL DIVIDEND INCOME \"A\" (HKD) INC","LU0314104364.USD":"MANULIFE GF AMERICAN GROWTH \"AA\" (USD) INC","IE00BBT3K403.USD":"LEGG MASON CLEARBRIDGE TACTICAL DIVIDEND INCOME \"A(USD) ACC","LU2430703095.HKD":"WELLINGTON MULTI-ASSET HIGH INCOME \"AM4\" (HKD) INC","LU2271345857.HKD":"ALLIANZ GLOBAL SUSTAINABILITY \"AT\" (HKD) ACC","LU2430703178.SGD":"WELLINGTON MULTI-ASSET HIGH INCOME \"AM4H\" (SGDHDG) INC","LU0314106906.USD":"MANULIFE GF GLOBAL EQUITY \"AA\" (USD) INC","LU0211327993.USD":"TEMPLETON GLOBAL EQUITY INCOME \"A\" (USD) ACC","LU0345768740.USD":"NINETY ONE GSF GLOBAL STRATEGIC MANAGED \"A\" (USD) INC","LU1551013425.SGD":"Allianz Income and Growth Cl AMg2 DIS H2-SGD","LU2430703251.USD":"WELLINGTON MULTI-ASSET HIGH INCOME \"AM4\" (USD) INC","SG9999017495.SGD":"UGDP UNITED GLOBAL QUALITY GROWTH \"B\" (SGD) ACC","LU0949170772.SGD":"Blackrock Global Equity Income A6 SGD-H","IE00BLSP4452.SGD":"Legg Mason ClearBridge - Tactical Dividend Income A Mdis SGD-H Plus","LU2362540622.SGD":"WELLINGTON NEXT GENERATION GLOBAL EQUITY \"A\" (SGDHDG) ACC","LU1003077747.HKD":"BGF GLOBAL EQUITY INCOME \"A6\" (HKDHDG) INC","SG9999014914.USD":"UNITED GLOBAL QUALITY GROWTH (USDHDG) INC","LU0265550946.USD":"BGF SYSTEMATIC GLOBAL ENHANCED EQUITY YIELD \"A5\" (USD) INC","LU0417517546.SGD":"Allianz US Equity Cl AT Acc SGD","LU0130103400.USD":"Natixis Harris Associates Global Equity RA USD","LU1645745479.HKD":"ALLIANZ EUROPE INCOME AND GROWTH \"AM\" (HKDHDG) INC","LU2242649171.HKD":"FIDELITY FUNDS GLOBAL THEMATIC OPPORTUNITIES \"A\" (HKD) ACC","LU0738911758.USD":"Blackrock Global Equity Income A6 USD","LU2360032135.SGD":"ALLSPRING GLOBAL EQUITY ENHANCED INCOME \"A\" (SGDHDG) INC","LU1201861165.SGD":"Natixis Harris Associates Global Equity PA SGD","LU0964807845.USD":"ALLIANZ INCOME & GROWTH \"A\" (USD) INC","LU1066051811.HKD":"HSBC GIF GLOBAL EQUITY VOLATILITY FOCUSED \"AM2\" (HKD) INC","IE00BK4W5L77.USD":"HSBC GLOBAL FUNDS ICAV US EQUITY INDEX \"HC\" (USD) ACC","LU1201861249.SGD":"Natixis Harris Associates US Equity PA SGD-H","LU0648000940.SGD":"Natixis Harris Associates Global Equity RA SGD","IE00BK4W5M84.HKD":"HSBC GLOBAL FUNDS ICAV US EQUITY INDEX \"HC\" (HKD) ACC","LU2462157665.USD":"ALLIANZ GLOBAL INCOME \"A\" (USD) INC","LU0949170426.SGD":"Blackrock Global Multi-Asset Income A6 SGD-H","SG9999014880.SGD":"大华全球优质成长基金Acc SGD","LU0107464264.USD":"abrdn SICAV I - GLOBAL INNOVATION EQUITY \"A\" (USD) ACC","LU0980610538.SGD":"Natixis Harris Associates US Equity RA SGD-H","LU0868494617.USD":"UBS (LUX) EQUITY SICAV - US TOTAL YIELD SUSTAINABLE \"P\" (USD) ACC","LU2417539215.USD":"ALLIANZ GLOBAL INCOME \"AMF\" (USD) INC","LU0784384876.USD":"Blackrock Global Multi-Asset Income A6 USD","LU0648001328.SGD":"Natixis Harris Associates US Equity RA SGD","LU1880398471.USD":"AMUNDI FUNDS GLOBAL EQUITY \"A2\" (USD) ACC","LU2125154935.USD":"ALLSPRING (LUX) WF GLOBAL EQUITY ENHANCED INCOME \"I\" (USD) INC","SGXZ31699556.SGD":"UGDP UNITED GLOBAL QUALITY GROWTH \"C\" (SGDHDG) ACC","LU0310800965.SGD":"FTIF - Templeton Global Balanced A Acc SGD","LU0496365809.HKD":"TEMPLETON GLOBAL INCOME \"A\" (HKD) INC (Q)","LU0124676726.USD":"AB SICAV I - SUSTAINABLE US THEMATIC PORTFOLIO \"A\" (USD) ACC","LU1366333091.USD":"FIDELITY GLOBAL FOCUS \"A\" (USD) ACC","LU2362541273.HKD":"WELLINGTON NEXT GENERATION GLOBAL EQUITY \"A\" (HKD) ACC","LU2362541513.USD":"WELLINGTON NEXT GENERATION GLOBAL EQUITY \"A\" (USD) ACC","LU1066053197.SGD":"HSBC GIF GLOBAL EQUITY VOLATILITY FOCUSED \"AM3\" (SGDHDG) INC","IE0004086264.USD":"BNY MELLON GLOBAL OPPORTUNITIES \"A\" (USD) ACC","LU0528227936.USD":"富达环球人口趋势基金A-ACC","LU2491049909.HKD":"WELLINGTON SUSTAINABLE OUTCOMES \"A\" (HKD) ACC","LU2028103732.USD":"ALLIANZ GLOBAL SUSTAINABILITY \"AMG\" (USD) INC","LU0310799852.SGD":"FTIF - Templeton Global Equity Income A MDIS SGD","LU2491050071.SGD":"WELLINGTON SUSTAINABLE OUTCOMES \"A\" (SGDHDG) ACC","LU0345774631.USD":"NINETY ONE GSF AMERICAN FRANCHISE \"A\" (USD) INC","LU2357305700.SGD":"Allianz Global Artificial Intelligence ET H2-SGD","LU0661504455.SGD":"Blackrock Global Equity Income A5 SGD-H","LU0342679015.USD":"ALLIANZ GLOBAL EQUITY UNCONSTRAINED \"AT\" (USD) ACC","LU1366192091.USD":"ALLIANZ US EQUITY PLUS \"AM\" (USD) INC","LU2491050154.USD":"WELLINGTON SUSTAINABLE OUTCOMES \"A\" (USD) ACC","LU0011850046.USD":"贝莱德全球长线股票 A2 USD","LU0545039389.USD":"BGF GLOBAL EQUITY INCOME \"A2\" ACC","IE0001KFT4U8.USD":"FTGF CLEARBRIDGE GLOBAL GROWTH LEADERS \"A\" (USD) INC","LU0048584097.USD":"FIDELITY FUNDS  GLOBAL THEMATIC OPPORTUNITIES \"A\" (USD) INC","IE00B1XK9C88.USD":"PINEBRIDGE US LARGE CAP RESEARCH ENHANCED \"A\" (USD) ACC","LU0097036916.USD":"贝莱德美国增长A2 USD","LU2089284900.SGD":"Allianz Global Sustainability Cl AM Dis H2-SGD","LU1202635105.USD":"ALLIANZ EUROPE INCOME AND GROWTH \"AM\" (USDHDG) INC","LU0203347892.USD":"SCHRODER ISF QEP GLOBAL ACTIVE VALLUE \"A\" (USD)  INC AV","LU2592432038.USD":"WELLINGTON MULTI-ASSET HIGH INCOME \"A\" (USD) ACC","BK4585":"ETF&股票定投概念","IE0034235188.USD":"PINEBRIDGE GLOBAL FOCUS EQUITY \"A\" (USD) ACC","LU1988902786.USD":"FULLERTON LUX FUNDS GLOBAL ABSOLUTE ALPHA \"I\" (USD) ACC","GOOP":"KURV YIELD PREMIUM STRATEGY GOOGLE (GOOGL) ETF","LU2191332357.HKD":"SCHRODER ISF SUSTAINABLE MULTI-ASSET INCOME \"A\" (HKDHDG) INC","LU1642822529.SGD":"THREADNEEDLE (LUX) GLOBAL TECHNOLOGY \"A\" (SGD) ACC","LU0302445910.USD":"SCHRODER ISF GLOBAL CLIMATE CHANGE EQUITY \"A\" ACC","IE00BDCRKT87.USD":"PINEBRIDGE GLOBAL DYNAMIC ASSET ALLOCATION \"ADC\" (USD) INC","GOOW":"Roundhill GOOGL WeeklyPay ETF","BK4587":"ChatGPT概念","LU1145028129.USD":"ALLIANZ INCOME AND GROWTH \"AQ\" (USD) INC","LU1496350171.SGD":"FRANKLIN DIVERSIFIED BALANCED \"A\" (SGDHDG) ACC","GOOX":"2倍做多GOOG ETF-T-REX","SGXZ81514606.USD":"大华环球创新基金A Acc USD","LU2505996681.GBP":"WELLINGTON MULTI-ASSET HIGH INCOME \"AM4H\" (GBPHDG) INC","LU1823568750.SGD":"Fidelity Global Technology A-ACC SGD","LU2023250843.SGD":"Allianz Thematica Cl AT Acc H2-SGD","GOOY":"GOOGL期权收益策略ETF-YieldMax","LU1914381329.SGD":"Allianz Best Styles Global Equity Cl ET Acc H2-SGD","LU2505996509.AUD":"WELLINGTON MULTI-ASSET HIGH INCOME \"AM4H\" (AUDHDG) INC","LU2420271590.USD":"ALLIANZ SELECT INCOME AND GROWTH \"AT\" (USD) ACC","LU0157215616.USD":"FIDELITY GLOBAL FOCUS \"A\" INC","BK4588":"碎股","LU1839511570.USD":"WELLS FARGO GLOBAL FACTOR ENHANCED EQUITY \"I\" (USD) ACC","LU0096362180.USD":"CT (LUX) I GLOBAL FOCUS \"DU\" (USD)","LU0353189763.USD":"ALLSPRING  US ALL CAP GROWTH FUND \"I\" (USD) ACC","GOU":"GraniteShares 2x Long GOOGL Daily ETF","LU0823421333.USD":"BNP PARIBAS DISRUPTIVE TECHNOLOGY \"C\" (USD) ACC","LU0426417589.USD":"NINETY ONE GSF GLOBAL FRANCHISE \"A\" (USD) INC","LU0823421416.USD":"BNP PARIBAS DISRUPTIVE TECHNOLOGY \"C\" (USD) INC","LU0096364046.USD":"CT (LUX) I AMERICAN \"DU\" (USD) ACC","LU0943347566.SGD":"安联收益及增长平衡基金AM H2-SGD","LU2247934214.USD":"FIDELITY FUNDS SUSTAINABLE FUTURE CONNECTIVITY \"A\" (USD) ACC","LU1935042215.USD":"MANULIFE GF GLOBAL MULTI-ASSET DIVERSIFIED INCOME  \"AA\" (USD) INC A","LU0187121727.USD":"FIDELITY SUSTAINABLE US EQUITY \"A\" (USD) INC","LU0823434583.USD":"BNP PARIBAS US GROWTH \"C\" (USD) ACC","LU0823434740.USD":"BNP PARIBAS US GROWTH \"C\" (USD) INC","LU0048573561.USD":"FIDELITY AMERICA \"A\" (USD) INC","SG9999015945.SGD":"LionGlobal Disruptive Innovation Fund A SGD","LU0354030511.USD":"ALLSPRING  U.S. LARGE CAP GROWTH \"I\" (USD) ACC","LU0175139822.USD":"AB FCP I Global Equity Blend A USD","LU0354030438.USD":"富国美国大盘成长基金Cl A Acc","LU0345770308.USD":"NINETY ONE GSF GLOBAL STRATEGIC EQUITY \"A\" (USD) ACC","GGLL":"2倍做多GOOGL-Direxion","LU1571399168.USD":"ALLSPRING GLOBAL LONG/SHORT EQUITY \"IP\" (USD) ACC","GGLS":"1倍做空GOOGL ETF-Direxion","SG9999014898.SGD":"United Global Quality Growth Fund Dis SGD","LU1084165304.USD":"FIDELITY WORLD \"A\" (USD) ACC","LU1720051108.HKD":"ALLIANZ GLOBAL ARTIFICIAL INTELLIGENCE \"AT\" (HKD) ACC","LU0444971666.USD":"天利全球科技基金","LU2275660780.HKD":"SCHRODER ISF GLOBAL CLIMATE CHANGE EQUITY \"A\" (HKD) ACC","SG9999018865.SGD":"United Global Quality Growth Fd Cl Dist SGD-H","LU1670627923.USD":"M&G (LUX) NORTH AMERICAN DIVIDEND \"A\" (USD) ACC","LU1506573853.SGD":"MANULIFE GF GLOBAL EQUITY \"AA\" (SGD) INC","SGXZ99366536.SGD":"United Global Innovation A Acc SGD-H","LU1323610961.USD":"UBS (LUX) EQUITY SICAV - LONG TERM THEMES (USD) \"P\" (USD) ACC","LU1267930490.SGD":"TEMPLETON GLOBAL EQUITY INCOME \"AS\" (SGD) INC A","LU2106854487.HKD":"ALLIANZ THEMATICA \"AMG\" (HKD) INC","LU0312595415.SGD":"Schroder ISF Global Climate Change Equity A Acc SGD","IE00BQXX3D17.EUR":"GUINNESS GLOBAL INNOVATORS \"C\" (EUR) ACC","LU2065169927.USD":"M&G (LUX) GLOBAL MAXIMA \"A\" (USD) ACC","LU1400636657.SGD":"Allianz Europe Income and Growth Cl AMg DIS H2-SGD","LU0689626769.HKD":"AB SICAV I - SUSTAINABLE US THEMATIC PORTFOLIO \"A\" (HKD) ACC","LU2326559502.SGD":"Natixis Loomis Sayles US Growth Equity P/A SGD-H","LU1629891620.HKD":"ALLIANZ INCOME AND GROWTH \"AMG2\" (H2-HKD) INC","SGXZ51526630.SGD":"大华环球创新基金A Acc SGD","LU0106261372.USD":"SCHRODER ISF US LARGE CAP \"A\" ACC","IE00BSNM7G36.USD":"NEUBERGER BERMAN SYSTEMATIC GLOBAL SUSTAINABLE VALUE \"A\" (USD) ACC","LU1935042488.USD":"MANULIFE GF GLOBAL MULTI-ASSET DIVERSIFIED INCOME  \"AA\" (USD) INC","LU1935042991.SGD":"MANULIFE GF GLOBAL MULTI-ASSET DIVERSIFIED INCOME  \"AA\" (SGDHDG) INC","LU1633808545.USD":"ALLIANZ GLOBAL EQUITY GROWTH \"AT\" (USD) ACC","LU0251132253.USD":"FIDELITY FUNDS  GLOBAL THEMATIC OPPORTUNITIES \"A\" (USD) ACC","BK4576":"AR","LU0251131958.USD":"FIDELITY AMERICA \"A\" (USD) ACC","IE00BZ1G4Q59.USD":"LEGG MASON CLEARBRIDGE US EQUITY SUSTAINABILITY LEADER \"A\"(USD) INC (A)","LU0077335932.USD":"FIDELITY AMERICAN GROWTH \"A\" INC","LU1066051225.USD":"HSBC GIF GLOBAL EQUITY VOLATILITY FOCUSED \"AC\" (USD) ACC","SG9999015986.USD":"LIONGLOBAL DISRUPTIVE INNOVATION \"I\" (USD) ACC","LU1720051017.SGD":"Allianz Global Artificial Intelligence AT Acc H2-SGD","BK4579":"人工智能","LU0553294199.USD":"BGF GLOBAL EQUITY INCOME \"A5G\" (USD) INC","LU1923622614.USD":"Natixis Thematics Meta R/A USD","LU1244550221.USD":"FRANKLIN GLOBAL MULTI-ASSET  INCOME \"A\" (USDHEDGED) INC (M)","LU0149725797.USD":"汇丰美国股市经济规模基金","BK4574":"无人驾驶","LU0882574139.USD":"富达环球消费行业基金A ACC","BK4573":"虚拟现实","LU0070302665.USD":"FRANKLIN MUTUAL U.S. VALUE \"A\" (USD) ACC"},"translate_title":"The first year of AI programming: junior developers are \"destroyed\"?","themeId":null,"isJumpTheme":false,"ttsUrl":null,"symbols_score_info":{"GGLL":0.6,"GGLS":0.6,"GOOX":0.6,"AIYY":0.6,"GOOP":0.6,"GOU":0.6,"GOOW":0.6,"GOOY":0.6},"content_text":"编辑：peter东【新智元导读】AI智能体接管编码后，初级开发者会批量失业，还是迎来跨行业爆发式机会？谷歌Chrome前工程负责人Addy Osmani直击人才管道断裂的隐忧与新生可能。2025，软件行业迎来转折点，AI编程从简单的自动补全变为能自主执行任务的智能体。之前是经济繁荣驱动招聘狂潮，如今有了AI编程，用人方转为效率至上的冷峻算计。而这促使新一代开发者带着与生俱来的AI基因，走进了一个既充满机遇又暗藏断层的世界。对此，谷歌Chrome前工程负责人Addy Osmani在他个人博客中，提出未来两年软件工程将要面对的五大问题，并针对性地给初级和资深开发者提出了中肯的建议。初级开发者之问人才管道会断裂吗？哈佛商学院一项覆盖6200万劳动者数据的研究揭示：当企业引入生成式AI，初级开发者就业率在6个季度内下降9-10%，而高级岗位几乎不受影响。大厂过去三年校招缩水50%。“为什么花9万刀雇个新人，当AI智能体成本只是百分之一？”一位Meta工程师的调侃，揭开了行业隐痛。当下，一位拥有AI辅助的高级工程师就能完成过去需要一个小团队才能完成的工作。公司正在悄悄地减少对初级职位的招聘，而不是裁员。但与此同时发生的，AI为各行各业的开发者打开了巨大的需求市场。医疗保健、农业、制造业和金融业都开始AI+X，试图用AI来重塑行业生态。AI并没有取代开发者，而是成为了一种乘数效应，将开发工作扩展到从未雇佣过程序员的领域。我们会看到更多入门级职位，只是类型与之前不同。这些AI原生的开发者将不必会写底层算法，却善用AI为特定领域快速构建自动化工具。美国劳工统计局预测2024-2034软件岗增长15%。这意味着在乐观的情况下，若企业将AI用于“扩产”而非“裁员”，初级岗会以新形态重生，各行业都将需要人类来抓住AI创造的机会。初级开发者要想抓住AI+带来的机会，需要把自己变成“AI增强型即战力”，能用Cursor/Antigravity等工具构建完整功能。同时强化沟通、问题拆解、领域知识等AI还不具备的能力；拒绝“待培训新人”标签，要做“即插即用工程师”。不过长期来看，若切断初级人才管道，5-10年后将现“领导真空”。今天的实习生是明天的架构师，停摆的培养机制会让软件行业陷入“缓慢衰败”——看似平稳，实则造血功能坏死。对此，资深开发者需要避免大包大揽，用AI抢了实习生的活。通过开源/跨部门指导，建立人才梯队；同时向管理层直言“全资深团队”风险。资深开发者的价值在“团队杠杆”，不在“个人产能”。题技能之问我们会忘记如何编程吗？84%开发者日常用AI辅助，面对bug第一反应常是“写prompt问AI”，而非自己去分析问题。入门者跳过“笨办法”：可能从未手动实现二叉搜索树，或独立调试内存泄漏。编程重心从“实现算法”转向“提问与验证AI”，资深工程师担忧：这会催生“无法独立编码的一代”，AI代码的隐蔽漏洞（安全/逻辑缺陷）可能被新手忽略。理想的情况是，AI处理常规的80%，人类专注于最困难的20%。架构、棘手的集成、创意设计、边缘情况：这些是机器单独无法解决的问题。AI的普及并没有使深度知识过时，反而使人类的专业知识比以往任何时候都更加重要。这需要“高杠杆工程师”，他们利用人工智能作为倍增器，但必须深刻理解AI才能有效地运用它。这样的工程师，未必是最快的编码者，但却是最懂‘何时该不信AI’的顶级开发者。为了达到这一理想状况，初级卡发展用AI编码的同时，必须吃透每行代码。要把AI当“学习教练”而非拐杖。用AI生成代码后追问“为何有效/薄弱”。还需要时不时地定期禁用AI手写核心算法，再对比用了和没用AI的版本，再者就是死磕CS基础（数据结构、复杂度、内存管理）。在系统设计、用户体验直觉、并发推理等AI还不擅长的领域，初级开发者要多多培养自身的技能。未来需要的是既能借助 AI 快速解决问题，也能在 AI 失效时处理棘手问题的开发者。资深开发者要将自己定位为质量和复杂性的守护者。专注系统架构、安全、可扩展性与领域知识。更多的思考故障模式，尤其是关注AI 生成代码中的漏洞。资深开发者在当下要做的是定义AI使用边界（如支付/安全代码必须人工审）；聚焦创意与战略，让“初级开发者+AI”处理常规API对接，持续关注新出现的工具和实践方法，自己则专注打磨判断力、系统思维、沟通能力这些是人类不可替代的“护城河”。角色之问开发者会变成“代码质检员”吗？随着AI编程的普及，在一种极端演化场景中，AI将全面接管代码生产，人类降级为“审核员”，审AI代码、查错漏偏见、最后批注部署AI生成的代码。创造者变检查者，让编程乐趣被风险管理焦虑取代。有工程师吐槽：“不想当‘代码清洁工’，收拾AI扔过墙的垃圾。”另一种可能的场景则更加乐观，开发者成为AI时代的“交响乐指挥家”，职责是建筑师+总包商+产品战略家。他们不必写每行代码，但定“旋律”（架构、接口、代理交互规则），跨学科整合AI服务与人类决策。而当AI解放重复劳动后，开发者必然转向高价值活动，这包括决定AI该建什么、验证产品合理性、持续迭代。究竟要面对哪个未来，取决于企业将AI视为“劳动力替代”还是“团队放大器”。将AI视为劳动力替代的公司可能会缩减开发团队，要求剩余的工程师保持自动化运行。将AI视为增强团队方式的公司可能会保持相似的员工规模，但要求每位工程师交付更雄心勃勃的项目。在这种现实下，初级开发者要跳出“纯编码”舒适区，做“验证者+设计者+沟通者”的复合人才。不应局限在特定领域，而是主动参与软件开发的全流程。在工作之外，还要用个人项目保创意火种。通过自学系统思维（组件通信、API设计）熟悉系统设计与框架。在日常工作中练习文档写作与沟通；交付前自问“是否考虑周全？”。资深开发者若想成为AI的领航员，需要做的是制定AI/团队遵循的标准与伦理政策；聚焦系统设计+集成（画数据流、找故障点）。他们要组织团队强化代码评审，设计讨论，在产品/商业认知上多听取PM及用户的反馈；用原型开发/黑客松保持创作热情，从而让自己从“程序员”进化为“指挥家”。专才vs通才之问窄深专家会被AI淘汰吗？随着AI模型的能力加速提升，押注单一技术栈风险陡增。曾经被视为刚需的COBOL、Flash、手游引擎等技术栈，如今已无人问津。精通旧框架的专才可能突然发现需求量锐减，因为新的AI工具能以极少的干预完成对应任务。那些在“单一技术栈、框架或产品领域”专攻过窄的开发者，可能会醒来时发现该领域正在衰退或变得多余。反观1到2领域专精+跨域熟悉的T型通才，则能成为跨学科团队的“粘合剂”。他们能沟通不同专才、填补空白。企业爱其“端到端解题”的效率与“知识交叉”的创新力。AI尤其能赋能通才，后端靠AI写UI，前端靠AI生服务端模板，一人可覆盖多组件；专才却可能因领域自动化且无拓展路径被边缘化。对此，无论是初级开发者，还是资深开发者，都要了解开发过程的全链路。做移动的学后端，做前端的写简单服务；再选一两个真正感兴趣的领域挖深，成为T型通才。学习时可用AI快速跨域；通过参与黑客马拉松逼自己通才化；在工作中主动求跨项目曝光。以培养适应力。在学习过程中，教学相长，不论资深还是入门，都可以通过指导他人以传播技能，同时从他们那里获得一些收获。这些跨界的经历，会帮你更新简历以反映你的多面性。教育之问CS学位还值钱吗？CS学位，曾经是入门软件开发行业的“通行证”，但如今频遭质疑：课程更新慢、审批繁，教授的理论过时，实践课如云计算、DevOps、AI工具缺失，学生和雇主都觉的“产学脱节”。高学费加上低相关性让大学像“昂贵守门人”，企业却因惯性仍设学历门槛，学生被迫靠训练营/网课/自学补位。在这种情况下，新学习生态崛起，传统教育被“训练营+在线认证+雇主学院+AI导师”取代。谷歌、IBM等弃部分岗位学历要求，2024年45%公司计划松绑学位。训练营（12周集训，重实战框架/云服务/协作），GitHub作品集、微证书成了求职的“新硬通货”。而企业自建“内部大学”，加上AI提供个性化学习（AI tutor、交互沙盒），像Coursera这样的网课平台提供的模块化学习，更让全球学习者（哪怕非强校）也能追平硅谷水平。在这种时刻，CS系的学生别躺平，积极用实战项目补课程；一边实习攒经验；一边考证证显实力。通过在活跃社区输出，写技术文建人脉；用“作品集+认证+谈吐”获得更多应聘机会。资深者也不能吃老本。参与在线课及研讨会；用新技术做副项目。在招聘时重新评估工作要求，是真的需要一个新员工有计算机科学学位，还是需要某些技能和学习能力？推动以技能为先的招聘，同时为没有正式背景的初级开发者倡导导师圈，这样方能扩大人才库。不论对于自己还是团队，实际成就和持续学习比额外学位更重要。变化是唯一的不变上述这五个问题，并不相互排斥，现实将会是五种场景中乐观与悲观估计的汇总。一些公司会减少初级员工的招聘，而另一些公司则会在新领域扩大招聘。人工智能将自动化常规编码，同时提高人类接触的代码标准。开发者可能早上花时间审查人工智能的输出，下午则负责设计高级架构。在这样的时候，软件开发者通过关注技术趋势（以及对其的怀疑），能避免被炒作或末日论所蒙蔽。通过更新技能、多样化能力，并专注于人类独有的方面（创造力、批判性思维、协作），就能保持与时俱进。无论未来出现的手动编程的复兴，还是一个代码自我编写的世界，始终会有对那些能全面思考、持续学习、并推动技术解决实际问题的工程师的需求。","kind":"news","is_publish_news":true,"is_publish_highlight":false,"is_publish_live":false,"is_publish_wemedia":null,"editions":null,"column":"","sentiment":"0","news_tag":"","news_rank":0,"isVideo":false,"video":null,"symbols":[],"gpt_button":0,"need_auth":false,"need_login_tip":false,"code":"91000000","status":"200"},"commentList":[],"isCommentEnd":true,"newsSizeData":{"likeSize":0,"commentSize":0,"repostSize":0,"favoriteSize":0,"likeStatus":false,"favoriteStatus":false},"APP":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","isDev":false,"isTTM":false,"tenantId":"TBCN","deviceId":"web-server-community-laohu8-v3","version":"4.42.0","shortVersion":"4.42.0","platform":"web","vendor":"web","appName":"laohu8","isIOS":false,"isAndroid":false,"isTiger":false,"isTHS":false,"isWeiXin":false,"isWeiXinMini":false,"isWeiBo":false,"isQQ":false,"isBaiduSwan":false,"isBaiduBox":false,"isDingTalk":false,"isToutiao":false,"isOnePlus":false,"isHuaWei":false,"isXiaomi":false,"isXiaomiWebView":false,"isOppo":false,"isVivo":false,"isSamsung":false,"isMobile":false},"href":"/m/news/2621699757","isCrawlerRequest":true}