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 β 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, ...
How My AI Workflow Evolved from Prompts to Workflow
<![CDATA[ This post is a summary and discussion of the original article "How My AI Workflow Evolved from Prompts to Workflow" by Hoang Nguyen, published on codeaholicguy.com on April 11, 2026. All ...
Beyond Prompts: The Evolution of AI-Driven Engineering Workflows
This article is inspired by the work of Hoang Nguyen. The Illusion of Speed in the Prompt Era For the past two years, the industry has been obsessed with the "Prompt." We've been told that...
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 β data that was indexed last night, or whenever a bac...
How Claude Agents Actually Work: A 6-Layer Architecture Breakdown
<![CDATA[ Most developers, when they first wire up an LLM agent, carry a flawed mental model: the model runs code. It does not. Understanding where the boundary actually sits β what Anthropic's inf...
Cursor Cloud Agents Explained: My Machines, Self-Hosted Pool, and How It All Works
Cursor quietly shipped one of its most significant infrastructure updates in March 2026: Cloud Agents. The feature itself is not entirely new β the concept of background agents running in isolat...
Cursor Cloud Agents: When Your AI Teammate Starts Filing Its Own PRs
The ceiling nobody talks about Local agents are fast to start. You open Cursor, describe the task, and the agent starts editing files. Feels like a superpower β until you try to run two agents at ...
How to Start a Feature With Superpowers: A Step-by-Step Guide
You've installed Superpowers. Now what? The good news: you don't need to learn any special commands or memorize a workflow. You just describe what you want to build β and Superpowers quietly takes...
Superpowers: The Agentic Skills Framework That Makes Claude Code Actually Think Before Coding
The Problem With Every AI Coding Agent Out of the Box You open Claude Code. You type "build me a user authentication system." And within seconds it's already writing UserController.cs β no questio...
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...