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Goldman Sachs waxa uu barayaa wakiillada AI hab dhaqankooda injineernimada, warbixinnada Insider Business

Goldman Sachs waxay horumarinaysaa xidhmooyin waxbarid dib loo isticmaali karo si ay u caawiso wakiilada koodka AI inay dabaqaan heerarka injineernimada gudaha ee bangiga, moodooyinka xogta iyo dhaqamada guuritaanka daruuraha, warbixinnada Insider Business.

6 min readRead the original reporting
Source-provided image accompanying Goldman Sachs is teaching AI agents its internal engineering practices, Business Insider reports
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businessinsider.comhttps://www.businessinsider.com/goldman-sachs-engineers-ai-marco-argenti-2026-8
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Ka tebinta warside - ma aha dukumeenti xisbiga koowaad.

Wixii aan si madaxbanaan u xaqiijin karin: Sheegashadan waxaa loo aaneynayaa meesha la magacaabay. Ma aanan xaqiijinin ka dhanka ah dukumeenti xisbiga koowaad. (businessinsider.com)

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Maxaa dhacay

Business Insider ayaa sheegaysa in Goldman Sachs uu la qabsanayo wakiilada koodka AI, oo ay ku jiraan Claude iyo Devin, dhaqanka injineernimada gudaha ee shirkadda. Madaxa warfaafinta Marco Argenti ayaa sheegay in bangigu uu abuurayo xirmooyin dib loo isticmaali karo oo tilmaamo ah, oo loo yaqaan xirfadaha, si loogu wareejiyo aqoonta hay'adaha ee ku saabsan mabaadi'da naqshadeynta, moodooyinka xogta, borotokoolka amniga iyo jawiga farsamada ee wakiilada.

Insider Business ayaa soo warisay Agoosto 25 in Goldman Sachs uu isku dayayo inuu ka dhigo wakiilada AI inay u dhaqmaan sida kuwa khibradda leh ee bangiga. Marco Argenti, oo ah madaxa warfaafinta ee Goldman, ayaa u sheegay warbaahinta in shirkadda in ka badan 12,000 oo horumariyayaal ah ay isticmaalayaan AI iyo in caqabadda xigta ay tahay u wareejinta aqoonta gaarka ah ee Goldman ee qalabka. Warbixintu waxay sheegtay in horumariyayaashu ay heli karaan tignoolajiyada wakiilka ee la cusboonaysiiyay, oo ay ku jiraan Anthropic's Claude iyo Cognition's Devin codeing kaaliyaha. Isha si madaxbanaan uma xaqiijiso miisaanka isticmaalka ama qaabaynta qalabkaas ku jira bangiga dhexdiisa.

Sida laga soo xigtay Business Insider, Goldman waxa uu qabsanayaa aqoonta farsamada ee xidhmooyinka edbinta dib loo isticmaali karo ee shirkadu ugu yeerto xirfadaha. Xirmooyinkan waxaa loogu talagalay in lagu sharaxo sida Goldman u wajaho hawlo gaar ah, oo ay ku jiraan mabaadi'da naqshadeynta, moodooyinka xogta iyo jawiga injineernimada. Warbixintu waxay siinaysaa guuritaanka daruuraha tusaale ahaan: xirfad loo yaqaan "darabka degdega ah ee daruuriga ah" waxaa loola jeedaa in lagu baro wakiilka AI waxa socdaalka wanaagsan ee daruuraha u eg yahay gaar ahaan nidaamyada iyo dhaqamada Goldman. Isha ma bixiso tilmaamaha hoose ee xirfadda ama ma aqoonsanayso moodooyinka, oggolaanshaha software ama kaydka xogta loo isticmaalo si loo hirgeliyo.

Dedaalka la soo sheegay wuxuu sidoo kale daboolayaa aqoon yar oo rasmi ah. Insider Business ayaa sheegay in mabda'a injineernimada ee Goldman ay ka mid yihiin hagitaan sida "innovately incrementally" iyo "fiiri hareeraha geesaha," kuwaas oo ka maskax badan xeerarka farsamada caadiga ah. Argenti ayaa u sheegay wargayska in bangigu uu daraaseeyo hababka gudaha isaga oo waraysiyo iyo falanqeyn ku samaynaya wax soo saarka,kadibna la isticmaalayo qiimaynta si loo sameeyo xeerar aan qornayn oo habaysan. Shirkaddu waxay cusboonaysiisaa xirfadaha marka hannaankeedu isbeddelo, iyada oo abuuraysa waxa warbixintu ku qeexday sida loop horumarka joogtada ah. Dhibcaha qiimaynta, heerka khaladaadka, tusaalayaasha kood la soo saaray ama qiimayn farsamo oo madax-banaan laguma darin.

Business Insider waxa kale oo ay sheegtay in soo-bandhigiddani ay beddelayso shaqada injineerada iyo la-talinta gudaha. Injineerada ayaa waqti yar ku qaata qorista koodka iyo waqti badan oo hubinaya in wakiiladu u shaqeeyaan si waafaqsan heerarka Goldman, ayuu yiri Argenti. Warbixintu waxay sidoo kale qeexday shaqaalaha da'da yar ee caawinaya asxaab badan oo sare inay bartaan isticmaalka AI, iyada oo tixraacaysa barnaamijka Citi ee gaarka ah ee asxaabta kaas oo kumanaan shaqaale ah ay si mutadawacnimo ah ugu tabaruceen "Accelerators AI." Isbarbardhigga Citi waa mid macne ah oo aan ahayn caddaynta in Goldman iyo Citi ay isticmaalayaan nidaamyo isku mid ah ama habdhaqan dawladeed.

Faahfaahinta isha: businessinsider.com ↗

Maxay muhiim u tahay

Dadaalku wuxuu muujinayaa isbeddel ganacsi oo la taaban karo oo ka yimid si fudud shaqaalaha loo siiyo aaladaha AI xagga ku habboonaanta aaladahaas dhaqamada aan sharciga lahayn ee ururka. Business Insider ayaa sheegaysa in injineerada Goldman ay waqti badan ku bixinayaan qiimeynta iyo hagida wakiilada ka soo horjeeda heerarka adag, kor u qaadista su'aalaha ku saabsan sida shirkaduhu u ilaashadaan aqoonta hay'adaha, cabbiraan tayada iyo u xilsaaraan mas'uuliyadda marka AI ay gacan ka geysato shaqada wax soo saarka.

Kiiska Goldman waa arrin sababtoo ah waxay diiradda saartaa caqabadda dhexe ee shirkadda AI: nidaamyada guud ee ujeeddooyinka ayaa laga yaabaa inay ogaadaan qaababka barnaamijka iyada oo aan la ogeyn sharciyada maxalliga ah ee hay'adda. Shirkadaha maaliyaddu waxay inta badan ku tiirsan yihiin heshiisyada ku saabsan maaraynta xogta, amniga, dib u eegista, dukumentiyada iyo khatarta qayb ahaan la qoray. Warbixinta Business Insider waxay soo jeedinaysaa in Goldman uu isku dayayo inuu u beddelo qaar ka mid ah aqoontaas xeeladaysan hagitaan dib loo isticmaali karo oo wakiilku codsan karo marka uu shaqaynayo. Taasi waa isticmaalka ganacsi ee la taaban karo ee AI halkii si fudud loo bixin lahaa chatbot ama coding qalab autocomplete.

Waxa kale oo ay muujinaysaa sababta qiimaha wakiilku ugu tiirsanaan karo ururka ku xeeran, ma aha oo kaliya qaabka hoose. Wakiilka koodh ee soo saara kood farsamo ahaan ansax ah ayaa weli noqon kara mid aan ku haboonayn haddii ay ku xad gudubto heerarka xogta gudaha, isticmaasho deegaan aan la ansixin ama ay waydo shuruudaha dib u eegista gaarka ah ee adag. Habka xirfadeed ee Goldman waxaa loogu talagalay in lagu yareeyo farqigaas iyada oo la bixinayo macnaha guud ee ku saabsan nidaamyada bangiga iyo waxyaabaha laga filayo. Warbixintu ma caddaynayso in habku si kalsooni leh u xallinayo dhibaatada, laakiin waxay tilmaamaysaa nooca habaynta hay'adaha ee laga yaabo inay lagama maarmaan noqoto ka hor inta aan wakiillada lagu aamini karin hawlo shaqo oo ballaadhan.

Isbeddelka la sheegay ee shaqada injineernimada waa natiijo. Haddii wakiilladu ay qabtaan codayn joogto ah, shaqaale khibrad leh ayaa laga yaabaa inay waqti badan ku bixiyaan dib u eegista wax soo saarka, qeexida heerarka, ilaalinta xidhmooyinka waxbarida iyo go'aaminta marka shaqadu u baahan tahay xukunka aadanaha. Taasi waxay hagaajin kartaa joogteynta haddii dib u eegista si wanaagsan loo qaabeeyey, laakiin waxay sidoo kale abuuri kartaa carqalado cusub ama waxay u wareejin kartaa khaladaad qaybo aan muuqan oo geeddi-socodka ah. Business Insider ayaa ka warbixisay isbeddelka sida indho-indheyn ka timid Argenti; it does not provide independent workforce data, productivity measurements or evidence about whether engineering roles or staffing levels have changed.

Sheekadu waxay sidoo kale muujinaysaa wareejinta labada dhinac ee khibradda. Shaqaalaha sare ayaa laga yaabaa inay siiyaan aqoonta hay'adaha nidaamyada AI, halka shaqaalaha da'da yar ay ka caawin karaan asxaabta sare inay si hufan u isticmaalaan qalabka. Taasi waxay kordhin kartaa ka qaybgalka isbeddelka farsamada, laakiin waxay sidoo kale saari kartaa mas'uuliyad dheeraad ah shaqaalaha si ay u baraan, tijaabiyaan una kormeeraan nidaamyada iyada oo aan la aqoonsanayn ama ilaalin cad. Isha ma bixiso wax tafaasiil ah oo ku saabsan shuruudaha tababarka, la xisaabtanka wax soo saarka wakiilka khaldan, qiimeynta shaqaalaha ama sida Goldman u ilaaliyo macluumaadka qarsoodiga ah iyadoo la falanqeynayo hababka gudaha.

Interactive Mechanism

Farsamaynta Is-dhexgalka: Sida Dhabta Ay U Shaqeyso

U baadh tignoolajiyada hoose ee ka dambeeya horumarkan si isdhexgal leh.

Agent Lifecycle Stage:
1
User Intent & Planning: "Audit customer refund request #4092 and settle payment."
2
Tool Calling: Emits structured JSON call crm_get_transaction(id='4092').
3
Guardrail & Verification:🛡️ Paused: High-value action requires human operator sign-off.
4
Final Settlement: Refund recorded, email receipt dispatched, and audit log stored.
Core takeaway: An AI agent is not just a language model—it is a closed loop of planning, tool invocation, and environment feedback. Production systems require self-healing retries and strict human approval guardrails.
Hubinta Fikradda Is-dhexgalka+10 Points
AI Agents Quiz

An agent must create a draft calendar event for Tuesday at 2 p.m. Which evidence would establish the requested result?

Maxaa la daawan doona xiga

Waxyaabaha muhiimka ah ee aan la garanayn waxaa ka mid ah wakiilada 'saamaynta cabbirka ee xawaaraha injineernimada iyo heerarka khaladka, kontaroolada xukuma marin u helitaankooda nidaamyada iyo xogta Goldman, iyo sida bangigu u qiimeeyo heerarka shakhsi ahaaneed ee ay adagtahay in la codeeyo. Koontada Insider's Business waxay ku salaysan tahay warbixinta iyo weedhaha Argenti; Nidaamyada hoose ee Goldman, natiijooyinka qiimeynta iyo baaxadda fulinta si madaxbanaan looma xaqiijin isha.

Caddaynta soo socota ee ugu muhiimsan waxay noqon doontaa qiimayn la taaban karo. Goldman waxay u baahan doontaa inay muujiso in xirfadaheeda la habeeyey ay horumariyaan tayada koodka, yareeyaan wakhtiga dib u eegista, amniga hoose ama khaladaadka u hogaansanaanta, ama inay qabtaan si ka fiican marka loo eego wakiilada la siiyay tilmaamaha guud. Isbarbardhigga faa'iidada leh waxaa ka mid noqon doona hawlo si cad loo qeexay, natiijooyinka gundhigga, kiisaska guuldarada iyo tijaabinta jawiyada injineernimada ee kala duwan. Business Insider ayaa sheegay in Goldman uu sameeyo qiimeyn, laakiin maqaalku ma daabicin hababkooda ama natiijooyinkooda.

Helitaanka iyo maamulka ayaa iyana muhiim ah. Isha waxay magacawday heerarka xogta, hab-maamuuska amniga iyo deegaanka gudaha sida meelaha wakiiladu u baahan karaan inay fahmaan, laakiin ma sharraxayso in nidaamyadu akhriyi karaan koodka lahaanshaha, wici karaan qalabka gudaha, wax ka beddelka nidaamyada wax soo saarka ama hayn karaan macluumaadka u dhexeeya hawlaha. Warbixinta mustaqbalka waa in ay caddaysaa xuduudaha oggolaanshaha, shuruudaha oggolaanshaha bini'aadamka, diiwaannada xisaabinta, haynta xogta iyo habraacyada cusboonaysiinta ama ka noqoshada xirfadda marka dhaqamada guduhu isbeddelaan.

Habka bangigu wuxuu noqon karaa mid adag marka uu ka guuro injineernimada oo u guuro khadadka kale ee ganacsiga. Axdiyada codaynta ayaa mararka qaarkood lagu tijaabin karaa wax-soo-saarka, halka xukunnada ku saabsan khatarta, daaweynta macmiilka ama fasiraadda sharciyeynta ay noqon karto madmadow badan oo cawaaqib leh. Insider Business wuxuu sheegay in khibradda injineernimada ay noqon karto mid ku habboon meel kale oo ka mid ah shirkadda, laakiin warbixintu ma aysan tilmaamin hawlgelin dheeraad ah oo gaar ah. Waxay noqon lahayd mid degdeg ah in la ogaado in Goldman uu kordhiyay nidaam isku mid ah ganacsiga, amaahinta, u hoggaansanaanta ama go'aamada macaamiisha wajahaya.

Ugu dambeyntii, macnaha kharash bixinta la sheegay ayaa mudan in la baaro. Insider Business ayaa sheegay in Goldman uu ku kharash gareeyay $ 6 bilyan AI sannadkii hore oo uu wajahayo cadaadis si uu u muujiyo soo celinta, laakiin isha kuma xirin tiradaas barnaamijka xirfadaha ama ma bixiso xisaabinta soo celinta maalgashiga. Su'aasha la taaban karo ayaa ah in habaynta hay'aduhu ay soo saarto faa'iidooyin la qiyaasi karo taas oo caddaynaysa shaqada wareysiga shaqaalaha, ilaalinta tilmaamaha iyo dib u eegista habdhaqanka wakiilka. Ilaa natiijooyinkaas la shaaciyo ama si madax bannaan loo qiimeeyo, hindisaha waa in loo fahmaa sidii tijaabo ganacsi oo la soo sheegay iyo isbeddel hawleed, ma aha caddaynta in wakiilada Goldman ay gaadheen xukun la isku halayn karo oo heer hoose ah.

Tilmaamaha la xidhiidha & su'aalaha

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