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Generate realistic test data in Python fast. No dataset required

Learn the NumPy trick for generating synthetic data that actually behaves like real data.

I used GPT-5.2-Codex to find a mystery bug and hosting nightmare - it was beyond fast

The $20-per-month ChatGPT plan is more than enough for occasional bug fixes and feature addition runs. Here's a prime example by yours truly.
Ministry of Testing

Five practical ways to use AI as a partner in Quality Engineering

Use these structured prompting techniques to improve the quality and usefulness of AI output in testing workflows ...