Engineering Blog
Technical insights on Optimizely CMS, Commerce, and the modern .NET ecosystem.
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 │ ├── sends data ──► Cloud API (OpenAI / Anthropic) │ │ │ ▼ │◄...
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...
From Bug Report to Fix in 15 Minutes: The AI Debugging Revolution
It was a regular Tuesday morning. I was sipping my first coffee, settling into the rhythm of the day while working on ShopFlow—our flagship B2B e-commerce platform. ShopFlow is a complex beast; it ...
Updating Google OAuth and Supabase for New Domains
When migrating an application to a new domain, such as transitioning to erp.ginbok.com, updating your authentication providers is critical. If the handshake between Google OAuth and Supabase isn't ...
Deep Dive: How Cursor and MCP Transform Natural Language into SQL
The landscape of software development is shifting from manual coding to agentic orchestration. One of the most significant breakthroughs in this transition is the ability for Large Language Models ...
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 — done. Orchestration means instead of one AI doing everything, you design a pipeline of multiple age...
Mastering AI-Driven Workflows: ai-devkit and antigravity-kit Guide
The transition from traditional coding to AI-augmented development has brought a specific set of frustrations that every senior engineer eventually encounters. Even with powerful tools like Cursor ...
Strategic Permissions Management in Optimizely CMS 12
The Strategic Value of Granular Access Control In the modern digital landscape, managing a complex enterprise platform requires more than just basic user roles. For organizations using Optimize...
Maximizing Business Reliability with E2E Testing Strategy
The Strategic Value of End-to-End Testing In the era of digital transformation, the seamless operation of customer-facing applications is non-negotiable. End-to-End (E2E) testing serves as the ...