Slow endpoint: who is slow

You never edit code first. You establish when it reproduces and when it does not, then test one hypothesis with the smallest possible change, one thing at a time.

Task: Users say the page is slow. Is it the API, rendering, or network?

[Before you start, do three things]
1. Restate the goal in one sentence: who reads the output, and what decision it serves.
2. If I have not given you the following, ask me. Do not assume:
   - the waterfall
   - API latency and payload size
   - user network conditions
3. Say how you plan to do it (at most 5 steps) and wait for my go-ahead.

[Go through each of these]
- read time-to-first-byte and resource order
- separate server compute, transfer size, client rendering
- three optimisation directions with expected gain
- say which gives the most for the least

[Process]
1. Restate the symptom: action, input, observed, expected
2. Three hypotheses by likelihood, each with a prediction
3. Design the smallest test: one command, one log line, one throwaway test
4. Eliminate or confirm, never change several things at once
5. Explain why the bug could be written, not just which line

[Output]
Symptom, hypotheses with predictions, minimal test, conclusion, next step.

[Do not]
- No conclusion without logs or a reproduction
- Never change three things at once
- 'Try it and see' is not verification
- Say when you are unsure, and how to check