This post discusses a recent update to our post generation process, shifting from hardcoded sections to a more adaptable, example-driven approach.

The Old Approach

Previously, our post generation system rigidly enforced a predefined structure: Introduction, Development, Examples, and Conclusion. This inflexible format ignored the nuances and varied structures of different example posts,

Introduction

This post addresses an issue where a billing system, specifically when using a service like Cashier, fails to correctly identify active subscriptions beyond the default type. We'll explore the problem and provide a solution to ensure all subscription types are properly recognized.

The Problem: Default Subscription Type Bias

In many billing systems, especially those utilizing