Context over Control

Quote

In 2009, Netflix published a simple PDF culture memo. One slide that particularly resonated with me was “Context over Control,” a management style I’ve tried to adopt over the years. With Agentic AI, this has evolved into the new way of working for Software Engineers. Context Engineering ensures that the tokens in your request are the right ones to get the response you need from the LLM.

Google_AI_Studio_2025-07-22T07_41_50.134Z.png
The box (context), a set of rails (Guard Rails), and a North Star (Your destination). - Imagen 4 - aistudio.google.com

!NOTE
State a problem with enough context in such a way that without enough any addiition pieces of information the task is plausibly solvable

!NOTE
LLMs dont know the different between the instruction and the data.

Separation of

Context Rot

Long Contexts Fail

Compaction

Summarisation

Memory

References