State, lifecycle, and control flow

Understand State, lifecycle, and control flow

In Datadog / New Relic, use practical workflow 2 to connect the problem, constraints, and measurable outcome before selecting an approach.

Practise the workflow

Start small, verify one result, and record what the evidence changes.

A useful comparison

Think of this as a route plan: each step should lead to a checked destination.

Check your reasoning.

Quick check: What should come before choosing an approach?

• A clear goal and constraints.
• An unverified copy.
• No measurement.