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Engineering

Niteco's Upgrade Machine: Agentic AI for Optimizely CMS 11 β†’ 12 and Commerce 13 β†’ 14

Source: This post is a re-published and reformatted version of Accelerating Optimizely CMS and Commerce upgrades with agentic AI (Part 1 of 2) by Hung Le Hoang, published on Optimizely World on ...

May 18, 2026
Engineering

Accelerating Optimizely CMS 12 β†’ 13 and Commerce 14 β†’ 15 with Agentic AI

Source: This post is a re-published and reformatted version of Accelerating Optimizely CMS and Commerce upgrades with agentic AI (Part 2 of 2) by Hung Le Hoang, published on Optimizely World on ...

May 18, 2026
Open Source

Floci: The Free AWS Emulator That Shipped the Day LocalStack Died

The incident: March 2026 On March 15, 2026, LocalStack published a blog post titled "The Road Ahead for LocalStack". The Community Edition β€” the free tier that hundreds of thousands of developer...

May 14, 2026
Tools & Workflow

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...

May 7, 2026
Engineering

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...

Apr 24, 2026
Engineering

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...

Apr 24, 2026
AI

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...

Apr 23, 2026
Engineering

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...

Apr 17, 2026
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 β€” and with it, several breaking changes that require hands-on code migr...

Apr 15, 2026
AI & Automation

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 β€” and it has no idea. It sees the code, but it...

Apr 7, 2026
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