Ministry of Testing

Beyond data generation: How I learned to trust synthetic data in performance testing

The first dimension is the most fundamental: statistical fidelity. It is not enough for synthetic data to look random. It must behave like real data. This means your distributions, cardinalities, and ...
PC Magazine

I Don't Trust Password Generators, So I Built My Own. Here's How You Can, Too

When the IBM PC was new, I served as the president of the San Francisco PC User Group for three years. That’s how I met PCMag’s editorial team, who brought me on board in 1986. In the years since that ...
PC Magazine

I Don't Trust Password Generators, So I Built My Own. Here's How You Can, Too

Remembering passwords is just too hard. Some people “solve” the problem by using easy passwords, things like a pet’s name or partner’s birthday. Others memorize a single, long, complex password and ...
GitHub

A professional, production-ready invoice generator backend (Python) with multiple input methods, sequential numbering, and polished PDF/HTML output. Includes dual PDF ...

invoice_generator_mvp/ ├── main.py # Interactive invoice controller (3 input methods) ├── config.py # Centralized branding & payment configuration ├── smoke_no_pandas.py # Non-interactive smoke test ...
GitHub

richardkiss/generator-identity-hf-analysis

This repository contains the analysis, tools, and documentation for the Generator Identity Hard Fork, which transitions generator identity and cost calculation from serialization-based to ...