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Break and Stress-Test Your Dashboard - Data Dashboard Day 26

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Break and Stress-Test Your Data Dashboard

6:18 with Daniel Montgomery

Try to expose weaknesses with test files for missing data, duplicates, negative amounts, extreme values, invalid dates, and unsafe text. Turn those cases into a repeatable suite, then fix what it finds.

This is part of the AI Bootcamp. Click here to learn more.

Stress Test Prompt

I want to stress test our dashboard (The polished version with Convex and Clerk).

I want to create test files for all of these examples, and then I want to use them to run the tests.

Test the dashboard with:

[Insert the data problems you want to test against]

Verify key calculations using an independent spreadsheet or script.

Test:

[Insert your tests and checks beyond the data itself, here is what's used in the video]

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Import failures
Misleading recommendations caused by small samples

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    In this video, I'm going to stress test my project and intentionally look for things that can break. 0:00
    Inside the local project, I'm going to ask Codex to create difficult test data and 0:04
    run checks against the dashboard, and then report what it finds. 0:09
    I'll give Codex my prompt. 0:13
    I'll say, I want to stress test our dashboard. 0:14
    The polished version with Convex and Clerk. 0:17
    I want to create test files for all of these examples, and then I want to use 0:20
    them to run the tests, then I start listing the kinds of data problems I want 0:24
    to test against. 0:28
    That includes empty or incomplete CSV files, duplicate awards, negative amounts, 0:29

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