DEV Community

MoodFlow
MoodFlow

Posted on

Technical Deep Dive: MoodFlow's Multi-Language Prompt Engineering

Technical Deep Dive: MoodFlow's Multi-Language Prompt Engineering

The Problem with Generic AI Prompts

Most AI tools use the same prompts for all languages. The result? Content that reads like a bad translation.

MoodFlow's Solution: Language-Aware Prompts

Here's how we handle prompts for different languages:

English

Direct, benefit-focused. "Create a viral quiz about personality types."

Bahasa Indonesia

More polite, community-oriented. "Bantu buat kuis kepribadian yang viral dan menghibur."

Vietnamese

Emotional, story-driven. "Hãy tạo một bài trắc nghiệm tính cách thú vị và lan tỏa."

Thai

Warm, respectful, with local cultural references.

Malay

Similar to Indonesian but with Malaysia-specific references.

Filipino

Conversational, code-switching friendly (Taglish).

Tech Implementation

prompts = {
    'id': {'system': 'Anda adalah...', 'user': 'Buatkan...'},
    'vi': {'system': 'Bạn là...', 'user': 'Hãy tạo...'},
    # ... etc
}
Enter fullscreen mode Exit fullscreen mode

Results

Native-level content quality across all 6 languages. Something most AI tools can't achieve.

Try it: https://getmoodflow.com



🔮 Free Daily Fortune!

Want to know what the stars have in store for you today? Try our new free fortune telling tool — astrology, zodiac, and daily luck readings.

🆓 Free daily fortune — sign up and start reading!

👉 Get your free fortune now →

Top comments (0)