Kepriye agén AI béda karo chatbot biasa?

Question

Accepted Answer

Chatbot biasa** mung bales karo teks — sampeyan takon, iku njawab, lan panemuan rampung. Agén** menjalankan loop: bisa nggoleki **alat** kanggo nindakake aksi, mirsani asil, lan ngulang ngubengi tujuan nganti syarat stop ketemu. Bedane yaiku nindakake, dudu mung omong.

## Kenapa penting

```text
Goal → [think → call a tool → observe result → think again] → repeat → stop when done
```

On saben langkah agén mutusake apa sing kudu ditindakake sabanjure adhedhasar apa sing wis diajarake, tinimbang mung ngasilake siji jawaban lan mandheg.

## Aksi agén konkreto

Alat agén ngidini dheweke tumindak ing jagad:

- **Maca lan nulis berkas** — bukak file sumber, sunting, selamatake owahan.
- **Menjalankan perintah** — jalankan bangun, jalankan suite test, nginstal paket.
- **Nggoleki** — grep codebase, takokan database, anggoleki apa-apa.
- **Nggoleki API** — tekan layanan luar lan ngenggo balasan.

## Conto

```text
Goal: "Fix the failing test."
  1. Run the test suite        → observe: test_login fails
  2. Read the failing test     → observe: it expects a 200, got 500
  3. Search for the handler    → observe: missing null check
  4. Edit the handler file     → write the fix
  5. Run the test suite again  → observe: all pass
  → stopping condition met: tests green, done
```

Chatbot bisa mung *katrangan* perbaikan sing bisa; agén bener-bener nerapake lan verifikasi asil kanthi njalanake test dhewe.

## Kenapa penting

Paham loop agén njlentrehake kenapa agén bisa rampungi karya multi-langkah nyata — debugging, refactoring, riset — tinimbang mung katrangan. Siklus alat-goleki-mirsani-baleni, karo syarat stop sing jelas, yaiku sing ngowahi model bahasa saka pembuat teks pamikiran dadi apa-apa sing bener-bener rampung karya.