Building the Best Synthetic Data Generator in Python for 2026: Why I Am Building Misata and How to…
Towards AI
•
Generative AI
AI Safety
Building the Best Synthetic Data Generator in Python for 2026: Why I Am Building Misata and How to Use It An honest attempt to break into Synthetic Data Generation in the LLM Era If you’ve ever needed realistic fake data for a de database, or a product, or for testing your analytics dashboard for a niche you still doesn’t have data for; you might already know how painful this is. You either spend days hand-crafting a script, wrestle with libraries that need real data to generate fake data, or ask an LLM to produce a CSV and watch it hallucinate 50 rows before giving up.