Sometimes, seemingly small changes can have a significant impact on the consistency and quality of AI-generated content. Recently, we encountered an issue in the devlog-ist/landing project where the Mermaid diagram generation was intermittently producing empty strings, despite being a crucial visual component.

The Problem

The initial AI prompt configuration defined the mermaid_diagram

Ensuring the security and integrity of published content is paramount. We've recently integrated a mandatory security audit step into our content generation and publishing pipeline to bolster these efforts.

The Challenge: Maintaining Content Integrity

AI-generated content offers numerous benefits, but also introduces potential security risks. It's crucial to implement safeguards to prevent

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