Kayadda kake rarraba kawai abin da ke da alaka daga babbar fayil tare da AI don ceton tokens?

Question

Accepted Answer

Saka jiya fayil da ke da layi 2,000 yana bata tokens kuma *girma* ingancin amsa. Burin shine ba da AI **daidai abin da ya bukaaci don tunka game da matsalarku** — kuma babu wani abu.

## Abin da za ka kirga

- **Ainihin aikin** da kake tambaya, tare da **nau'oi da alamomi** da ya dogara.
- **Zumin gida gida** na abin da ke kewaye gida a maimakon lissafin da ke kewaye: "Wannan yana aiki a cikin Express request handler; `db` shine Postgres pool."
- **Hanyoyin fayil** don AI ta iya komawa zuwa tsari ba tare da ka saka ba.
- **Cire iska** — dead code, sakonnin da aka shawo, ayyuka marasa alaka, verbose logging.

## Kafin / bayan

```text
# Bad: paste the whole 800-line user-service.ts
#   → AI wades through unrelated code, may anchor on the wrong function

# Good: send only what matters
//  file: src/services/user-service.ts
//  context: called from POST /users; `db` is a Postgres pool (pg)
type User = { id: number; email: string };

async function createUser(email: string): Promise<User> {
  const { rows } = await db.query(           // <-- the function I need help with
    "INSERT INTO users (email) VALUES ($1) RETURNING id, email",
    [email],
  );
  return rows[0];
}
//  Question: how do I handle a duplicate-email conflict here?
```

Sakamakon na biyu yana ba AI aikin, nau'insa na kumakara (`User`), da shawo gida game da `db` — isasshen amsa daidai, babu code marasa alaka na tunanta.

## Me yasa kayyaddance karama ce mafi kyau

Ba kuwa game da farashin kaikai. Extra code shine **distraction**: alamu na iya kwace zuwa aiki marasa alaka, maida kudi maraba a waje, ko dilute hankalinsa a kan dubu marasa alaka. Focused prompt yana samar da focused, accurate answer.

## Me yasa ya matuwa

Tokens budgets sune iyaka kuma babbar saka yana damkar hankali da gaske. Kirga minimal relevant slice — target aikin, nau'insa, context summary, da hanyoyin fayil — savi tokens *kuma* faɗakar amsa ta hanyar cire distraction. Curating context shine babbar fasalin aiki tare da AI: ba ka boye bayanai, ka tunaani hankalinsu zuwa abin da ya matuwa.