Engineering Blog
Technical insights on Optimizely CMS, Commerce, and the modern .NET ecosystem.
Markdown vs Vector Database for AI LLMs: A Beginner's Guide
Wait — aren't these two different things? Yes, and that's exactly the point. Comparing Markdown and Vector Databases is a bit like comparing a Word document to a filing cabinet. One is a format, ...
DevPulse: Architecture of a Real-Time AI Workspace
<![CDATA[ DevPulse started from a simple premise: project data should not be frozen. In most developer tools, AI features operate on a snapshot — data that was indexed last night, or whenever a bac...
How AI Can Make Logging Timesheets Actually Easy
If you've ever had to log timesheets at the end of a long workday, you know the feeling: you stare at a form, trying to remember exactly what you worked on, for how long, and under which project c...
Smart Context System: Give Your AI a Long-Term Memory for Real Projects
The Problem: Your AI Has Amnesia Imagine you just joined a new project. You open Cursor, ask it why a certain tax calculation works the way it does — and it has no idea. It sees the code, but it...