The Inference Pipeline: When Your LLM Finally Gets a Job

🔄 What happens in 3 steps
🔍 RAG search
“Let me quickly Google inside my brain…”
🧩 Build prompt
Mix: question + context + magic template
🤖 LLM answers
Either:
✅ Genius
💀 Confident nonsense

🕵️ Everything is logged
question
prompt
answer

Because:

future you = debugging detective 🧠

🚨 When things go wrong
weird answer
hallucination
empty result

👉 alert triggers
👉 dev cries

💬 TL;DR
User → Search → Prompt → LLM → Answer → Logs → Repeat
😂 Reality

Users:

“Wow AI is smart”

You:

“Please don’t break in production…”

Comments

[Mark John]

Very interesting.

[Pro]

Interesting.

[Emir Hammani]

Great post