Overview
Zvishandiso zveAI zvinogona kushandura kodhi pakati pemitauro, kusimudzira masisitimu ekare, uye kugadzirisa masisitimu enhaka nekukurumidza kupfuura kunyorazve kwemaoko. Izvi zvinobata rimwe remabasa esoftware anodhura uye ane kukanganisa.
AI muAutomated Code Migration inotarisa pane inoshanda kuendesa: kushandura modhi kugona kuita yakavimbika yemazuva ese workflows inopa kukosha kunoyerwa.
Deep Dive
Kutama kodhi, kungave kutama kubva kuPython 2 kuenda ku3, Java 8 kuenda ku17, COBOL kuenda kuJava, kana AngularJS to React, zvagara zvichireva zvinonetesa, zvine njodzi kugadzirisa nemaoko muzviuru zvemafaira. Mhando dzemitauro mikuru dzinoshandura hupfumi nekunzwisisa kodhi semantics, kwete chete syntax, kuti vakwanise kunyorazve mabasa vachichengetedza maitiro, kugadzirisa maAPI akaregwa, uye kutsanangura shanduko yavo. Google yakashumwa kushandisa maLLM mukati kuti ikurumidze kutama kukuru, mainjiniya achiongorora kusiyana kwakagadzirwa neAI. Zvishandiso zvakaita seGitHub Copilot, Amazon Q Developer, uye vamiririri vane hunyanzvi zvino vanobata masisitimu ekusimudzira uye kutsamira mabumps. Iyo yechokwadi maitiro ndeyemunhu-mu-the-loop: iyo AI inokurudzira shanduko pachiyero, otomatiki bvunzo inosimbisa maitiro, uye mainjiniya anotendera, zvinoshamisa kumanikidza nguva.
Technical Insight
Inoshanda migration tooling haiwanzovimbi nemuenzaniso chete. Inobatanidza maLLM neabstract syntax tree (AST) parsing uye static ongororo kuti iwane chaizvo zvinofanira kuchinja, yobva yabvunza modhi kuti ishandure snippets nemamiriro akatenderedza. Magadzirirwo akagadzirwa anosimbiswa nekunyora kodhi uye kumhanyisa bvunzo dziripo; kukundikana kunodzoserwa kune imwe pass. Uku kudzoreredza-uye-kusimbisa loop kunopa iyo modhi, inovharisa maAPIs ekunyepa, uye inochengeta shanduko-kuchengetedza maitiro pane kungotaridzika-inotaridzika.
Kubata AI muOtomatiki Code Kutama
Zvishandiso zveAI zvinogona kushandura kodhi pakati pemitauro, kusimudzira masisitimu ekare, uye kugadzirisa masisitimu enhaka nekukurumidza kupfuura kunyorazve kwemaoko. Izvi zvinobata rimwe remabasa esoftware anodhura uye ane kukanganisa. AI muAutomated Code Migration inotarisa pane inoshanda kuendesa: kushandura modhi kugona kuita yakavimbika yemazuva ese workflows inopa kukosha kunoyerwa. Kuvaka kunzwisisa kwakadzama, bata AI muAutomated Code Migration semuenzaniso wekushandisa, kwete chinhu chimwe chete: tsanangura zvinodiwa, kujekesa fungidziro, uye patsanura izvo zvingaitwe nehurongwa hwakavimbika kubva kune zvichiri kuda kutonga kwenyanzvi.
Mukuita, zvikwata zvakasimba zvinoshandisa AI muAutomated Code Migration inotarisa pane mafambiro ebasa, kwete modhi demos, uye inotsanangura nzvimbo dzekutarisa dzevanhu kare. Ivo vanonyora zvakajeka maitiro ebudiriro, bvunzo vachipokana ne data rechokwadi uye mafambiro ebasa, uye iterate zvichibva pane zvakacherechedzwa maitiro ekutadza kwete kuhwina-nguva imwe chete yebhenji. Apa ndipo apo kunzwisisa kwe theoretical kunoshanduka kuve kugona kwakasimba pane chigadzirwa, mutemo, uye mashandiro.
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo. Panguva imwecheteyo, Kuita otomatiki nzira yakaputsika inogona kuwedzera matambudziko aripo. Nzira yakatsiga ndeyekubatanidza kukurumidza kuyedza nekutonga: mhanyisa vatyairi vendege, tora humbowo, buritsa matanda esarudzo, uye urambe uchivandudza chengetedzo semaitiro emuenzaniso, zvinotarisirwa nemushandisi, uye zvinodikanwa zvekutonga.
Strategic Impact
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo.
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Yakanaka workflow kusanganisa inogadzira budiriro inowanikwa vashandisi vanogona kuvimba.
Yakanaka workflow kusanganisa inogadzira budiriro inowanikwa vashandisi vanogona kuvimba. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Makesi ekushandisa akakwenenzverwa anoderedza kupera kuneta uye njodzi yekushandisa.
Makesi ekushandisa akakwenenzverwa anoderedza kupera kuneta uye njodzi yekushandisa. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Real-World Implementation
Kuvandudza Java codebase hombe kubva mushanduro 8 kusvika 17 ne auto-updating yakadzikiswa APIs uye syntax.
Kushandura nhaka COBOL yekubhengi masisitimu kuita Java yemazuva ano kana Python kuitira kuchengetedza
Kufambisa yekumberi-yekupedzisira app kubva kuAngularJS kuenda kuReact neAI-yakagadzirwa chikamu chinonyora patsva.
Kukanganisa kutsamira uye kugadzirisa kutyora shanduko mumazana emafaira mune imwechete yakaongororwa pass
Maitiro Ekuita
AI mu Automated Code Kutama mukuita
Kuvandudza Java codebase yakakura kubva ku8 kusvika ku17 nekugadzirisa otomatiki maAPIs uye syntax.
Kukwidziridza hombe Java codebase kubva mushanduro 8 kusvika 17 ne auto-updating depreated APIs uye syntax Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
AI mu Automated Code Kutama mukuita
Kushandura nhaka COBOL yekubhengi masisitimu kuita Java yemazuva ano kana Python kuitira kuchengetedza.
Kushandura legacy COBOL yekubhengi masisitimu kuita Java yemazuva ano kana Python yekuchengetedzeka Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
AI mu Automated Code Kutama mukuita
Kufambisa yekumberi-yekupedzisira app kubva kuAngularJS kuenda kuReact neAI-yakagadzirwa chikamu chinonyora patsva.
Kutamisa kumberi-kumagumo app kubva kuAngularJS kuenda kuReact neAI-yakagadzirwa chikamu inonyorazve Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
AI mu Automated Code Kutama mukuita
Kukanganisa kutsamira uye kugadzirisa kutyora shanduko mumazana emafaira mune imwechete yakaongororwa pass.
Kukanganisa kutsamira uye kugadzirisa kuchinja kwekuchinja mumazana emafaira mune imwe yakaongororwa pasi Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Njodzi & Guardrails
Kuita otomatiki nzira yakaputsika inogona kukudza matambudziko aripo.
Matimu anogona kuwedzera otomatiki uye kubvisa kutonga kunodiwa kwevanhu.
Hunhu hunogona kudonha kana zvinobuda zvikasaramba zvichiongororwa.
Implementation Roadmap
Mepu mafambiro ebasa uye ratidza danho repamusoro-soro.
Mepu mafambiro ebasa uye ratidza danho repamusoro-soro. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tsanangura nzvimbo dzekutarisa dzevanhu isati yazara otomatiki.
Tsanangura nzvimbo dzekutarisa dzevanhu isati yazara otomatiki. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Dzidzisa vashandisi pane zvinokurudzira, nzira dzekukwira, uye mhando dzemhando.
Dzidzisa vashandisi pane zvinokurudzira, nzira dzekukwira, uye mhando dzemhando. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tevera basa-level zvabuda kuti usimbise kukosha kwakasimba.
Tevera basa-level zvabuda kuti usimbise kukosha kwakasimba. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.