Ubuyobozi

AI muri Automatic Code Kwimuka

Ibikoresho bya AI birashobora guhindura code hagati yindimi, kuzamura urwego rushaje, no kuvugurura sisitemu yumurage byihuse cyane kuruta kwandika intoki.

2 min somaIbiherutse kuvugururwa

Incamake

This tackles one of software's most expensive and error-prone chores.

Kwibira cyane

Kwimuka kode, yaba kuva kuri Python 2 kugeza 3, Java 8 kugeza 17, COBOL ikajya kuri Java, cyangwa AngularJS to React, isanzwe isobanura kurambirwa, ibyago byo guhindura intoki mumadosiye ibihumbi. Ingero nini zindimi zihindura ubukungu mugusobanukirwa code semantics, ntabwo ari syntax gusa, kugirango bashobore kwandika imikorere mugihe barinze imyitwarire, kuvugurura APIs zateshejwe agaciro, no gusobanura impinduka zabo. Google yatangaje ko yakoresheje LLM imbere kugirango yihutishe kwimuka kwinshi, hamwe naba injeniyeri basuzuma itandukaniro ryakozwe na AI. Ibikoresho nka GitHub Copilot, Amazone Q Itezimbere, hamwe nabakozi kabuhariwe ubu bakora ibyiciro byo kuzamura no guterwa. Uburyo bufatika ni abantu-muri-loop: AI itanga impinduka mubipimo, ibizamini byikora bigenzura imyitwarire, kandi injeniyeri arabyemera, bigabanya igihe ntarengwa.

Ubushishozi

Igikoresho cyiza cyo kwimuka ntigishobora gushingira kumurongo wenyine. Ihuza LLMs hamwe nigishushanyo mbonera cyibiti (AST) kugereranya no gusesengura bihamye kugirango umenye neza ibigomba guhinduka, hanyuma usabe icyitegererezo guhindura uduce twinshi hamwe nibidukikije. Ibyahinduwe byakozwe byemewe mugukusanya kode no gukoresha ibizamini biriho; kunanirwa bigaburirwa kubindi bice. Uku gushakisha-no-kugenzura loop ishingiye ku cyitegererezo, ikumira APIs ya salusiyo, kandi igakomeza guhindura imyitwarire irinda aho kuba gusa-bigaragara.

Ingaruka z'Ingamba

Build choices

Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.

Itsinda hamwe nakazi

Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.

Risk and safety

Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.

Kazoza ka AI muri Automatic Code Kwimuka

Kwimuka bigenda bihinduka imikoreshereze yimikorere ya coding yigenga iteganya kuzamura intambwe nyinshi, guhindura dosiye nyinshi, gukora ibizamini, no gusubiramo kugeza icyatsi. Tegereza kwishyira hamwe kwinshi hamwe nu miyoboro ya CI, gucunga neza codebase nini yumurage nka COBOL imaze imyaka ibarirwa muri za mirongo muri banki na guverinoma, kandi ikizere cyiyongera uko igenzura ritera imbere. Icyuho kizahinduka kuva kwandika impinduka zihindurwe kubisubiramo, bityo rero ibisobanuro bitandukanye birasobanutse hamwe no gukwirakwiza ibizamini bihinduka nyabyo bifasha umutekano muke, binini bigezweho.

Gushyira mu bikorwa Isi

Kuzamura codebase nini ya Java kuva verisiyo ya 8 kugeza kuri 17 ukoresheje auto-kuvugurura APIs itaye agaciro hamwe na syntax

Guhindura umurage sisitemu ya banki ya COBOL muri Java igezweho cyangwa Python kugirango ibungabunge

Kwimura porogaramu yimbere-kuva muri AngularJS kugirango Ukore hamwe nibikoresho byakozwe na AI byongeye kwandika

Guterana kwishingikiriza no gukosora impinduka zambukiranya amajana muma fayili imwe yasuzumwe

Ingaruka & Kurinda

Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.

Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.

Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.

Igishushanyo mbonera

1

Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.

2

Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.

3

Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.

4

Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.

Komeza Ubushakashatsi

Free newsletter

Get the daily AI briefing

Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.

One email each weekday. Unsubscribe in one click. We never sell or share your address.

Test yourself

Take the AI in Automated Code Migration quiz

Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.

Tangira ikibazo

Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation

Ubuyobozi bukurikira

Isubiramo rya Kode ya AI

Ibibazo bikunze kubazwa

What is AI in Automated Code Migration?

Ibikoresho bya AI birashobora guhindura code hagati yindimi, kuzamura urwego rushaje, no kuvugurura sisitemu yumurage byihuse cyane kuruta kwandika intoki. Ibi bikemura imwe muri software ihenze kandi ikunda kwibeshya.

Kuki kwimuka kwa AI bifashwa kwimuka bifite agaciro?

Kwimuka mubihumbi byamadosiye birarambiranye kandi bishobora guteza akaboko; LLMs irashobora gusaba nini-nini, imyitwarire-ikomeza kwandika vuba.

Ni ubuhe buryo busanzwe bukora akazi ko kwimuka kwa AI?

Uburyo bufatika bufite AI itanga impinduka mubipimo, ibizamini byikora bigenzura imyitwarire, kandi abantu basubiramo kandi bakemeza.

Nigute ibikoresho byo kwimuka bigabanya APIs yibeshya cyangwa yibeshye?

Ibyahinduwe byakozwe bigenzurwa hifashishijwe icyegeranyo hamwe na sisitemu yo kugerageza, hamwe no kunanirwa kugaburirwa ikindi kigeragezo, gishingiye ku cyitegererezo cy'icyitegererezo.

Kuki guhuza LLMs hamwe na AST gusesengura no gusesengura bihamye?

AST hamwe nisesengura rihamye byerekana inyubako nyayo ikeneye impinduka, icyitegererezo rero gihindura ibice byibanze hamwe nibisobanuro bifatika aho gukeka.

Niki muri ibyo ni intego isanzwe yo kwimuka kwisi?

Umurage COBOL mu mabanki na guverinoma ni ikibazo kizwi cyane, gifite agaciro gakomeye kwimuka ibikoresho bya AI bigamije gufasha kuvugurura.