← LLM Operator

Chapter 2 · 25 min · free

Context decides

A client emailed the agency: "Can you send something in our voice? You've written us enough letters, you know how we sound." Slava, on deadline, opened a chat and typed the request cold. Sasha reads the result over his shoulder and says nothing — she just slides you the client's folder. "Open it before you touch the chat."

You'll walk out able to

  • Spot when a generic-sounding result is a context problem, not a creativity problem
  • Choose which files belong in a model's context — and which ones are a leak risk
  • Build a context-pack for a real task from your own week

Your first task

Watch Slava's cold request

You open Slava's chat. He typed the request with nothing else attached — no folder, no examples.

What you'll answer

Why doesn't this letter sound like the agency's voice?

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