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Akukho mntu uceba ukuba usaqhuba ii-mainframes ngo-2026. Kuyenzeka nje. Inkqubo isebenza kakuhle ngokwaneleyo, ukufuduka kubonakala kuyingozi, kwaye minyaka le isigqibo siyanyanzelwa. Emva koko uphicotho-zincwadi lokhuseleko lubonisa into ebalulekileyo, okanye injineli ephambili ithatha umhlala-phantsi kwaye ithathe iminyaka engamashumi amathathu yolwazi lweziko nayo, okanye umncintisani athumele into engenakukwazi ukuyixhasa ngokwasemzimbeni uyilo lwakho.

Ngelo xesha umbuzo awukokuba kufuneka siphucule na izinto zibe zezanamhlanje. Ngumntu omele simthembe.

Lo ngumbuzo onzima kunokuba uvakala. Iindawo zeMainframe zilapho ukhetho olubi lwabathengisi lubangela umonakalo omkhulu - ukucima kwemveliso, imiba yokuthembeka kwedatha, ukusilela kokuthobela imithetho. Ngaphambi kokuba uqale ukuvavanya nabani na ngokuthe ngqo, iRecode ifanelekile ukubhukishwa. Liqonga elakhelwe ngokukodwa ukufumana nokuthelekisa abathengisi kwisoftware yamva nje, ukufuduka kwezicelo, kunye notshintsho lwelifa - liluncedo ngaphambi kokuba unciphise uluhlu lwakho, hayi emva koko.

1. Ubuchwepheshe beCorsac

Iwebhusayithi: corsactech.com

Indawo: eMelika

Yasekwa: 2007

Ubungakanani beqela: 50-249

Eyona ilungele: Amaqela aphakathi ukuya kwamashishini aneendawo ze-COBOL ezingabhalwanga phantsi apho ubunjineli obubuyela umva ngesandla bungelulo ukhetho olunokwenzeka

Uninzi lweeprojekthi ze-mainframe zifikelele eludongeni olufanayo kwiveki yesibini. Amaxwebhu alahlekile, abantu ababhale ikhowudi yokuqala abasekho, kwaye akukho mntu unokukuxelela ngokuzithemba ukuba isiqingatha senkqubo senza ntoni na. Loo nto ayingongxaki yabantu - yingxaki yolwakhiwo. Kwaye yile nto kanye iCorsac eyakha indlela yabo yokuyilungisa.

Indlela yabo iphatha ikhowudi ye-legacy mainframe njengedatha enokukhangelwa endaweni yenkqubo engacacanga umntu ayifunayo ukuyichonga ngesandla. Isiseko sobugcisa sisakhiwo se-RAG esidityaniswe ne-Multi-Agent Swarm - ii-arhente ze-AI ezimakisha ukuxhomekeka, zikhuphe ingqiqo yeshishini, zifumane amanqaku antsonkothileyo, kwaye zibone iingozi ezifihlakeleyo ngokuzenzekelayo. Umsebenzi odla ngokuthatha iinyanga zeenjineli eziphezulu ukuba wenziwe ngesandla ugqitywa ngeentsuku.

Ukuhanjiswa kuhamba ngamanqanaba amane emva koko. Okokuqala, uhlolo olupheleleyo lwenkqubo olunegrafu yokuxhomekeka kunye nemephu yobushushu entsonkothileyo. Emva koko imephu yesicwangciso-qhinga iguqulelwe kwi-backlog ye-Agile enemigangatho enokulinganiselwa. Emva koko ikhowudi encediswa yi-AI ihlaziywe ngokuqinisekiswa kokulingana kokuziphatha kwinqanaba ngalinye. Okokugqibela, ukuthunyelwa okulawulwayo kunye nokukhutshwa kwe-canary kunye ne-automated rollback eyakhelwe ngaphakathi - kungekhona njengesicwangciso se-contingency kodwa njengenxalenye eqhelekileyo yenkqubo.

Zigubungela i-hybrid cloud kuyo yonke i-AWS, i-Azure, kunye ne-GCP. Iziqinisekiso ziquka i-SOC 2 Type II, i-HIPAA, i-PCI DSS, i-GDPR, i-AWS, kunye ne-Azure — uluhlu lokuthobela imithetho oludingwa ngabathengi beenkonzo zemali, ukhathalelo lwempilo, kunye ne-inshurensi ngaphambi kokuba umsebenzi we-mainframe uvunywe.

Umahluko ophambili: Imephu yokuxhomekeka eqhutywa yi-AI kunye nokukhupha i-logic yeshishini ethatha indawo yeenyanga zobunjineli obubuyela umva ngesandla ngeentsuku zohlalutyo oluzenzekelayo

2. I-Reliqsy

Iwebhusayithi: reliqsy.com

Indawo: Kude

Eyona ilungele: Iinkampani apho ixesha lokuphela kwento liyinto yokugcina i-CTO iphaphile ebusuku

I-Reliqsy yakhelwe kwingxaki ethile: kwenzeka ntoni xa kukho into engahambi kakuhle ngexesha lokufuduka. Impendulo yabo icacile endaweni yokuqinisekisa — ukubuyiselwa kwe-automatic kubangelwa kwimida ethile. Ukubambezeleka okungaphezulu kwe-400ms okanye amazinga eempazamo angaphezu kwe-1% kwaye inkqubo ibuyela umva ngokuzenzekelayo. Icebo lokubhala kabini ligcina iidathabheyisi ezindala nezanamhlanje zihambelana kuyo yonke indawo, ngoko ke akukho nto ilahlekayo ukuba oko kuyenzeka.

Icala le-AI liphatha uhlalutyo lwenkqubo, imaphu yokuxhomekeka, kunye nokwenziwa kwekhowudi. Kodwa imodeli yolawulo yiyo ebahlula kwimidlalo ye-AI-automation ecocekileyo. Imephu yendlela yokuhlaziya ifuna imvume yonjineli ongumntu ngaphambi kokuba kuqale ukwenziwa kwekhowudi. Lonke utshintsho oluveliswa yi-AI ludlula kwiSicelo sokuTsala esijongwa yinjineli ngaphambi kokuba idibane. I-AI yenza umsebenzi wohlalutyo onzima; iinjineli zihlala zilawula oko kuthunyelwayo ngokwenene.

Abachaphazelekayo bafumana iDashboard yezeMpilo yokuHamba ebonisa iimodyuli ezifudukileyo, ukuncitshiswa kwamatyala, kunye nomgangatho wekhowudi ngexesha langempela - kungekhona iidekhi zesimo sekota. Emva kweminyaka eli-12 kwindawo yokuhlaziya, bakhankanya ukuqonda inkqubo ngokukhawuleza okuphindwe kahlanu, ukuncitshiswa komngcipheko wokuhlaziya okuphindwe kathathu, kunye nokuphuculwa kwemveliso yobunjineli okuphindwe kabini njengeziphumo ezibhaliweyo.

Umahluko ophambili: Imida ethile yokubuyisela umva ezenzekelayo kunye nokuvunywa okunyanzelekileyo ngabantu kwinqanaba ngalinye — ulawulo lomngcipheko olulinganisekayo, olungathembiswanga nje kuphela

3. IBM

Iwebhusayithi: ibm.com

Indawo: Amazwe angaphezu kwe-170

Yasekwa: 1911

Ubungakanani beqela: 300,000+

Eyona ilungele: Amashishini amakhulu kwiindawo ezintsonkothileyo ze-z/OS ezifuna ukuhlanganiswa kwelifu elixutyiweyo kunye nemisebenzi ye-mainframe

I-IBM yakhe uninzi lwee-mainframes ezifuna ukuhlaziywa ngoku. Loo mbali ibanika ubunzulu bobuchwephesha bokwenyani — izixhobo zomphuhlisi weWazi, umncedisi weKhowudi we-watsonx we-Z, ubuchule obuphezulu be-z/OS ekufuneka uninzi lwabathengisi lubuqikelele. Indlela yabo yelifu elixutyiweyo ivumela imibutho ukuba ihlaziye kancinci kancinci endaweni yokuzibophelela ekutshintsheni ngokupheleleyo kwangaphambili.

Isilumkiso esinyanisekileyo: Ukubandakanyeka kwe-IBM kuza neendleko eziphezulu zoshishino. Ubungakanani obubenza bakwazi ukwenza izinto bubenza bacothe kwaye babize kakhulu kuyo nayiphi na into engaphantsi kweFortune 500 tier.

Umahluko ophambili: Ubuchule beqonga le-z/OS yendalo kunye nokuhlanganiswa kwefu le-hybrid yeshishini — kunzima ukuliphinda kwimibutho efuna ukuhlala ikwi-mainframe ixesha elide

4. Kyndryl

Iwebhusayithi: kyndryl.com

Indawo: Amazwe angama-66

Yasekwa: 2021

Ubungakanani beqela: 80,000

Eyona ilungele: Imibutho efuna ii-AIOps kunye nokubonakala kokusebenza ecaleni kwendlela yokufuduka ye-mainframe

UKyndryl waphuma kwicandelo leenkonzo zeziseko zophuhliso ze-IBM ngo-2021, oko kuthetha ukuba banamava anzulu okusebenza kwe-mainframe kunye nobuchule babo obutsha bokuzenzekela kunye ne-AI. Iqonga labo leKyndryl Bridge liphatha ii-AIOps kunye nokubonakala kokusebenza kwiindawo ezixutyiweyo. Ubudlelwane be-Hyperscaler kunye ne-AWS, i-Azure, kunye ne-Google Cloud bubanika iindlela eziguquguqukayo zokufuduka - ukuphinda ubambe, ukuphinda ubambe, okanye ukuhamba ngokupheleleyo ngaphandle kwe-mainframe kuxhomekeke kwinto efunekayo kwimeko.

Umahluko ophambili: Iqonga le-AIOps elidityaniswe nobunzulu bokusebenza kwe-mainframe kunye nokukwazi ukufuduka kwamafu amaninzi

5. I-Accenture

Iwebhusayithi: accenture.com

Indawo: Ehlabathini Lonke

Yasekwa: 1989

Eyona ilungele: Imibutho yamashishini eneendawo ezintsonkothileyo zabathathi-nxaxheba apho ubunzulu bokubonisana bubaluleke kakhulu njengokunikezelwa kweenkonzo zobugcisa

I-Accenture ayisebenzisi ndlela yokuhlaziya izinto. Indlela yabo isebenzisa uhlalutyo lwepotifoliyo ukufumanisa ukuba yeyiphi imithwalo yemisebenzi ekufuneka ihlaziywe, yeyiphi ehlaziyiweyo, etshintshe ngokupheleleyo - kwaye ilandelelana njani. Ubunzulu obuqinileyo beengcebiso; amandla okuhambisa izinto ngokubanzi kwiindawo ezahlukeneyo nakwimizi-mveliso. Ifanelekile ngakumbi kwimibutho apho ubunzima bokuhlaziya izinto bukhuphisana nobunzima bobuchwephesha.

Umahluko ophambili: Uhlalutyo lwenqanaba lepotifoliyo kunye nokukwazi ukwenza imephu yendlela ngokwezigaba kwiinkqubo zokuhlaziya amashishini ezintsonkothileyo

6. ILuxoft

Iwebhusayithi: luxoft.com

Indawo: Amazwe angama-29

Yasekwa: 2000

Ubungakanani beqela: 12,900

Ixabiso leyure: $50-$99/iyure

Eyona ilungele: Amaqela ane-COBOL, i-Assembler, i-IMS, kunye neendawo ze-JCL ezifuna uvavanyo oluqinileyo kunye nokuhlaziywa

Amandla eLuxoft akwindlela yokugcina ingqiqo yeshishini ngenkqubo yokuhlaziya — basebenzisana ngokuthe ngqo neCOBOL, iAssembler, i-IMS, kunye ne-JCL, bedibanisa abaguquli bekhowudi, uvavanyo oluzenzekelayo, kunye neendlela ze-CI ukwenza utshintsho lukhuseleke kwaye luphindeke ngakumbi. Baxhasa zombini ukuhlaziywa kwe-on-mainframe kunye nokufuduka kwe-off-mainframe. Ixabiso leyure elipapashiweyo lenza ucwangciso lwebhajethi lube lula ngakumbi kunabathengisi abaninzi kweli zinga.

Umahluko ophambili: Ubuchule bolwimi oludala olunemvelaphi enzulu kunye novavanyo oluzenzekelayo kunye nokusebenza kwe-CI - utshintsho lwenziwe lukhuselekile, kungekuphela nje ngokukhawuleza

7. I-CGI

Iwebhusayithi: cgi.com

Indawo: eMontreal, eKhanada (ehlabathini lonke)

Yasekwa: 1976

Ubungakanani beqela: 94,000

Eyona ilungele: Imibutho eneenjongo zokufuduka ezicacileyo ze-mainframe-to-Unix/Linux kunye neenjongo zokunciphisa iindleko ezibalulekileyo

I-CGI ibisenza oku ixesha elide kunokuba uninzi lwabathengisi abakolu luhlu belukho. Indawo yabo yokuhlaziya ngokuzenzekelayo ye-M8 iphatha ukufuduka kwe-mainframe ukuya kwi-Unix/Linux igxile ekugcineni iinkqubo eziphambili zoshishino ngelixa inciphisa iindleko zokulungisa. IZiko labo leGlobal Competency lizisa amandla okuhambisa acwangcisiweyo kwiindlela ezinkulu zokufuduka eziya koyisa abathengisi abancinci.

Umahluko ophambili: Izixhobo ze-CGI M8 zokufuduka kwe-mainframe ukuya kwi-Unix/Linux ezixhaswa ngamava eminyaka engama-50 okuhambisa

Iingcinga Final

Imibuzo emithathu ikhawuleza ichaphazele uninzi lwabathengisi be-mainframe. Uyiphatha njani i-logic yeshishini engabhalwanga phantsi? Kwenzeka ntoni kanye kanye ukuba i-cutover iyasilela kwaye i-rollback isebenza ngokukhawuleza kangakanani? Ungabonisa imephu yendlela ecwangcisiweyo enemigqaliselo ethile endaweni yoluhlu lwexesha?

Abathengisi abanamava okwenyani e-mainframe baphendula zontathu ngokuthe ngqo. Abo bangenayo bahlala bengacacanga okanye bejikeleza kwiinkcazo zezakhono ezingajongani nomngcipheko wokwenyani.

Ukuze ubone ngokubanzi imeko yabathengisi bokuhlaziya ngaphaya kolu luhlu, iRecode sisixhobo esiluncedo — yakhelwe ngokukodwa ukuthelekisa iinkampani kuzo zonke iinkqubo zokuhlaziya isoftware, ukufuduka kwezicelo, kunye notshintsho oludala, kunye nesakhiwo esaneleyo sokwenza uthelekiso lube nentsingiselo endaweni yokukhangela nje uluhlu lweencwadi.

Inqaku langaphambiliIiarhente ezilungileyo zoYilo ngokutsha lwe-UI/UX ngo-2026
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