Engineering Blog
Technical insights on Optimizely CMS, Commerce, and the modern .NET ecosystem.
MCP Server for E-commerce: AI Agents as the New Ops Team
"The future of e-commerce management is shifting away from building more complex internal dashboards and moving toward creating standardized interfaces where AI agents can act as an intelligent, sc...
RAG & Vector DB: The Strategy Behind AI Knowledge Retrieval
"In the age of generative AI, the true competitive advantage isn't the model you useβit's how effectively you connect that model to your proprietary enterprise data without compromising security or...
The Illusion of 1M Token Context Windows: A Strategic AI Reality Check
This article is inspired by the work of Duy Nguyen. The Arms Race of Artificial Intelligence Context Windows In the rapidly evolving landscape of Large Language Models (LLMs), we have ente...
PicoLM at the Edge: Run AI on $10 Hardware, No Cloud Needed
The Problem With Cloud AI Most AI setups look like this: Your Device β βββ sends data βββΊ Cloud API (OpenAI / Anthropic) β β β βΌ ββ...
Why AI-ERP Integration Fails: The Case for Semantic Architecture
This article is adapted from the architectural viewpoints of Ngo Tung Son on semantic-centric AI systems. In the current landscape of digital acceleration, enterprise leaders are increasingly askin...
SAP and Optimizely Integration: A Strategic B2B Guide
In the complex landscape of B2B e-commerce, the seamless integration between an Enterprise Resource Planning (ERP) system and a Content Management System (CMS) is a cornerstone of digital maturity....
Multi-Agent Orchestration with ai-devkit + antigravity-kit in Cursor
What is Multi-Agent Orchestration? Normally you chat with one AI, ask a question, get an answer β done. Orchestration means instead of one AI doing everything, you design a pipeline of multiple age...