Lokacin da AI ke rubuta babban ɓangare na code, review yana zama babban quality gate — kuma sabuwar bottleneck. Tsarin yana canzawa daga kama style/typos zuwa tabbatar da intent, correctness, da security na code da babu mutumin da ya rubuta layi-layi.
review na AI diff kamar review na PR na junior mai kwarin gwiwa ne — yana daidai amma zai iya zama kuskure a hankali; kana review , ba syntax kaɗai ba.
Mai hirar yana bincike ko kana ɗaukar output na AI a matsayin mai buƙatar review fiye, ka sarrafa cheap checks ta atomatik, kuma ka riƙe alhakin ɗan adam. Amsa mai rauni: "AI code yawanci yana da kyau, don haka muna merge da sauri." Amsa mai ƙarfi: review shi ne gate, CI yana sarrafa lint/test/security ta atomatik, mutane suna review intent + edge cases, kuma mai gabatarwa shi ne mai code.
Review mai tsanani sosai yana share ribar sauri; mai sassauci sosai yana gina quality/security debt. Daidaita da automation + risk-based review — taɓawa mai sauƙi ga boilerplate, review mai zurfi ga security-sensitive paths.
Ɗakin karatu na tambayoyin hira na IT tare da amsoshi cikakke — daga Junior zuwa Senior.
Ba da Gudummawa