Thanks for writing. Is it possible you're waiting too long to harvest your okra? The pods typically have best texture when they're less than 3-1/2 to 4 inches long. They quickly become tough and fiberous if you let them grow much larger than that.
---Justin, Senior Garden Editor, BHG.com