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Article

Google I/O 2026: The Agentic AI Era Is No Longer a Promise

Google didn't ship features at I/O 2026 — it shipped a paradigm shift. Here's what actually matters for engineers building with AI. If you've been following the AI tooling space and thought things...

May 20, 2026
Engineering

Niteco's Upgrade Machine: Agentic AI for Optimizely CMS 11 → 12 and Commerce 13 → 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
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 — the concept of background agents running in isolat...

Apr 23, 2026
Article

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 — until you try to run two agents at ...

Apr 22, 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
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 — and it has no idea. It sees the code, but it...

Apr 7, 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
Security

Modernizing Enterprise Auth: Integrating Azure AD SSO into Legacy Systems

In the evolving landscape of enterprise software, managing identity is often the most significant friction point for both developers and end-users. At a mid-sized tech firm—let's call it TechFlow S...

Mar 19, 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
AI & Automation

AI Token Cost Allocation in Outsourcing: A Proposed Framework for Tracking LLM Spend Across CWOs

The New Line Item Nobody Budgeted For Two years ago, AI tooling was an experiment. Today, it's infrastructure. Developers at software outsourcing companies are using Cursor, GitHub Copilot, Clau...

Mar 12, 2026
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