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context-window

2 posts

Ai Ml

The Chat Baseline: What You're Starting With

Every AI product in the world starts as the same small, strange thing — a stateless function that turns tokens into tokens. Understand that substrate clearly and every capability above it stops looking like magic.

9 min read
Architecture

Context Engineering: Building the Model's World

The model is only as good as the context it receives. This post dissects how a production AI harness constructs system prompts, loads project instructions, manages persistent memory, and compresses context when the window fills — all to give the model the right information at the right time.

9 min read