Our application now supports content negotiation to better serve AI agents and LLMs. We've added the ability to return Markdown instead of HTML when requests include the Accept: text/markdown header.

This enhancement allows AI agents to directly consume the raw Markdown content of our posts, simplifying parsing and improving efficiency.

The Problem

Previously, our application served HTML

Introduction

Maintaining data consistency across distributed systems and applications often requires careful management of caches. Stale data in caches can lead to unexpected behavior and inconsistencies. We recently implemented several enhancements to our application's caching strategy, focusing on proactive invalidation to ensure data accuracy and prevent outdated information from impacting

Introduction

This post explores several strategies for optimizing data access within an application, focusing on caching and query reduction techniques. Efficient data handling is crucial for maintaining performance, especially as application scale.

Caching Strategies

Caching is a fundamental technique for reducing database load and improving response times.