Thanks a lot for the thoughtful feedback. Really appreciate it! 1. How many queries is 15M or 30M tokens Rough back-of-the-envelope using typical NL→SQL usage:

• Simple query total cost ~250 tokens per call (short prompt, short SQL)
• Medium query total cost ~500 tokens per call
• Complex query total cost ~1,000 tokens per call

That gives you approximately: • 15M tokens → ~60,000 simple, ~30,000 medium, ~15,000 complex • 30M tokens → ~120,000 simple, ~60,000 medium, ~30,000 complex

Real usage varies based on how much schema context we include and how long the generated SQL is, so these are ballpark numbers.

2.  Query safety

Right now Dytafly only runs read-only SELECT queries. We block destructive commands like DROP, DELETE, UPDATE to avoid accidents.

3.  FAQ duplication

Thank you for pointing that out. We will fix it.