22 Feb 2026·6 min read·AI
Why AI Isn't the Enemy (It's Your New Productivity Co-Pilot)
Stop asking if AI will replace you. Start asking: are you using AI to replace people who aren't? Here's what I learned running AI agents for 6 weeks straight.
Hi, I'm Derek.
Web developer, digital marketer, and AI practitioner based in Singapore. I build production AI agent systems and write about what I learn along the way.
AI + humans > AI alone
Writing
22 Feb 2026·7 min read·AI
You're Asking the Wrong Question About AI (Here's the Right One)
Everyone asks 'which AI is best?' That's now the wrong question. Here's the framework that actually helps you choose.
10 Feb 2026·3 min read·AI Agents
Why My AI Agents Still Need Me (And Yours Will Too)
I run a multi-agent marketing system in production. Here's what nobody tells you about AI autonomy — and why the human-in-the-loop isn't a limitation, it's the whole point.
25 Jan 2026·4 min read·Technical
Building a Multi-Agent Marketing System in Singapore
A technical deep-dive into how I built a production multi-agent system for marketing — the architecture decisions, the failures, and what actually works in the Asian market.
8 Jan 2026·5 min read·Strategy
The AI Transformation Playbook for Asian Businesses
Most AI transformation advice comes from Silicon Valley. Here's what actually works for businesses in Singapore and Southeast Asia — from someone doing it on the ground.