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Engineering Blog

Technical insights on Optimizely CMS, Commerce, and the modern .NET ecosystem.

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Engineering Notes

Upgrading Ginbok CMS from Optimizely 12 to 13: A Step-by-Step Developer Guide

Optimizely CMS 13 is currently available as a developer preview. It introduces a more composable, headless-first architecture — and with it, several breaking changes that require hands-on code migr...

Apr 15, 2026
AI

Get Shit Done: A Solo Developer's Guide to Shipping Faster with GSD and Claude Code

If you're a solo developer who codes with AI — you've probably hit this wall. You open Claude Code, start describing your feature, write some code, ask for fixes, write more code… and somewhere a...

Mar 29, 2026
Development

How I Used AI to Build Ginbok.com — From Idea to Production in My Spare Time

Ginbok.com started as a side project I spun up in my spare time — a personal blog powered by Optimizely CMS 12 on the backend and Next.js 14 on the frontend. What made this build different from my...

Mar 17, 2026
Tools & Workflow

Playwright E2E Testing: Writing Resilient Tests for Next.js Apps

Imagine you have just finished building a beautiful web application using Next.js. It looks great, but how do you know it actually works for your users? Manual testing is tedious and prone to human...

Mar 15, 2026
AI Agents

How We Built Google OAuth Authentication Between a Next.js Frontend and a Headless CMS Backend

Overview When building a modern content platform, one of the most interesting architectural challenges is connecting a Next.js frontend to a headless CMS backend with a smooth, secure authenticatio...

Mar 12, 2026
AI & Automation

Why the World Needed MCP When We Already Had APIs

A Question Worth Asking APIs have been around for decades. REST, GraphQL, gRPC — we have mature, well-documented standards for connecting software systems. So when MCP (Model Context Protocol) appe...

Mar 10, 2026
AI & Automation

What Is an AI Agent? From Chatbot to Autonomous Actor

The Question That Started It All A developer recently asked me: "Are Claude or Cursor considered AI Agents?" It's a deceptively simple question. The answer forced a deeper look at what "Agent" actu...

Mar 10, 2026
Tools & Workflow

How I Built a Custom MCP Server for My Personal Blog — ginbok-web

From Idea to MCP: Connecting AI to My Blog A few weeks ago, I had a simple but ambitious idea: what if I could talk to my blog the same way I talk to an AI assistant? Not just read posts — but lis...

Mar 10, 2026
CMS & Content Platforms

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....

Mar 3, 2026
CMS & Content Platforms

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...

Mar 2, 2026
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