Yaya ka bincike code da AI ya haifar da shi don kada ka yarda da shi ba bisa tunani?

Question

Accepted Answer

Code da AI ya haifar shine **daftarmar mawallafi mai kwarin magana amma maraba** dinsu. Sau da yawa zai yi kama da daidai kuma a buga, amma yana ɓoye kurmaci masu mummunan illoli, API da aka ƙira, ko ɓuhuwa na tsaro. Bincike na tsari yana d'ora saurin bai haɗa jiki ba.

## Jerin dubara na bincike

- **Karanta kowane layi.** Idan ka jerƙa, ka aika cutar da ba za ka iya bayyana baye gida ba. Babu wacce sa jiya.
- **Tabbatar da yadda zai warware matsala ta gaske** — ba daya mai kama ba. AI yana muna'auni ga mai sassauci, ba ga daidai ba.
- **Guida gwaje-gwaje da linter.** Ƙara gwaje-gwaje ga alokoli da ke sa zata kai ku; kada ku zirci gwajen ɗin na AI sui ba sa sa.
- **Duba lokuta na gida** — abun shigar ta fantsam, nulls, girma girma, ƴan gida mai ƙarfi, sharuɗɗan iyaka.
- **Duba tsaro** — shigar SQL/umarnin, shigar da ba a tsame ba, sirrinni a cikin code, rashin tsaro rashin tsaro.
- **Duba aiki** — haɗe-haɗe O(n²) mara sa'a, N+1 tambayoyi, ƙaɓe ba'a iyakance.
- **Tabbatar API suna** — AI yana halusinatin sunan hanya da ayyukan laibiri waɗanda ke kama gaskiya.
- **Kada bugi code da ba ka gani ba. Idan ba za ka bayyana ba, ba za ka ci gaba da shi ko gyara shi ba.

## Aikikin da aiki

```text
1. Read the diff fully  →  do I understand every line?
2. Does it solve the real problem, including edge cases?
3. Run: tests + linter + type checker
4. Scan for security + performance red flags
5. Only then: commit (with a message that reflects what it really does)
```

Yardar da AI akan jiniƴa mai laka: mai taimaka, mai aiki, amma wanda ke sojin kai koyaushe kafin ya shiga. Anjiman code da aka aika yana zama tiyaga, ba jiyya ba.

## Me ya sa yana da mahimmanci

Hatarin code AI shine ba cewa a bugi a bayyane ba — shine yake kankance saidai ba, yana shiga gida bai dunk don idanu maman tare da ɓuhuwar code ko rashin tsaro. Karanta kowane layi, guida gwaje-gwaje, da lallesa ba aika code da ba ka gani ba shi ne wanda ke raraba amfani da AI azaman ƙarfin yawa daga tare da ƙara'ɓun asan sadarwa da hatarin tsaro da ba za ku iya lissafta ba.