Lesson 6 / 25

Evaluation before deployment

Apply Evaluation before deployment with clear evidence.

Understand Evaluation before deployment

For Evaluation before deployment, begin with the problem it solves. Identify the inputs, constraints, and observable outcome before choosing an implementation.

See the workflow

Use this path while practising Evaluation before deployment: understand, act, verify, and improve.

Workflow for Evaluation before deployment.
Figure 2.1 — A repeatable workflow.

A useful comparison

Evaluation before deployment is like a route plan: it keeps each step connected to a destination.

Check your reasoning.

Quick check: What is the best first step for Evaluation before deployment?

  • Define the goal and constraints.
  • Copy an unverified example.
  • Skip measurement.
Answer

Define the goal and constraints. — A clear goal and constraints make decisions reviewable.