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Kimi Code Made Crystal Clear · chapter 2: Core Concepts: Models, Membership, and the Agentic Loop

The map of the machine

2026-08-27

You now hold the moving parts: a menu of engines, a loop that acts, a gate that guards it. Figure 2.1 assembles them into one machine, the anchor diagram of this book: later chapters do not introduce new machinery, they zoom into one region of this map at a time. The region you have not toured yet, the quota gauges along the bottom, is where this chapter goes next.

Figure 2.1: The map of the machine. One session sits at the center, drawing a model from the engine bay on the left and acting on your repo through the guards on the right. Results loop back into the context, sub-agent satellites work in contexts of their own, and every request spends from the quota gauges below. Later chapters zoom into one region at a time.
Figure 2.1: The map of the machine. One session sits at the center, drawing a model from the engine bay on the left and acting on your repo through the guards on the right. Results loop back into the context, sub-agent satellites work in contexts of their own, and every request spends from the quota gauges below. Later chapters zoom into one region at a time.

This diagram is one of many in Kimi Code Made Crystal Clear.

Every chapter opens with the gist, draws the hard ideas, and ends with recipes and sources.

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