WEEK 9 · LESSON 6 · TOPIC 3 OF 6 · Why It Matters

Why It Matters

Lesson progress

0% Complete

SECTION 1 OF 1

In this topic · 1 sections
  1. Overview

Overview

The agent cannot reliably inspect the consequences of its own code through language reasoning alone. Executable feedback constrains the solution and catches errors during the same session in which they are introduced.

This explains why improving a codebase's tests often improves agent performance more than adding another instruction. The feedback loop tells the agent what reality is. Without it, the agent can produce a fluent but incorrect implementation and continue building on top of the mistake.