Practical AI
for humans.
Short essays, prompt libraries, and case studies from real workshops in Singapore. Nothing recycled from a content mill, and no "10 AI tools that will change your life" listicles.

API vs MCP: What Is the Difference?
An API is how 2 apps talk to each other. MCP is the single plug that lets your AI connect to all of them. The USB-C comparison, a side-by-side table, and why it changes what you can ask for.

Singapore Budget 2026: Every AI Initiative You Need to Know, for Business Owners and Workers.
400% tax deductions, free premium AI tools, a PM-chaired National AI Council. Every initiative, broken down by who it affects and what it actually means.

Singapore Is Introducing AI in Schools From Primary 4. Here's What the Policy Gets Right and What It Misses.
MOE's "four Learns" framework is a credible first step. But are teachers ready, and where's the guidance for parents?

5 Prompting Techniques That Separate the Top 1% of AI Users, Used Across Claude, ChatGPT, and Gemini.
Advanced prompting techniques used by the teams who build AI: memory injection, reverse prompting, constraint cascade, role stacking, and the verification loop.
Why "just use ChatGPT" is the worst AI advice you can give your team.
A short rant about tool-dropping, plus the framework I use in workshops to actually pick the right AI stack.

40 Professionals Walked Into an AI Workshop Not Knowing What Claude Was. Here's What Happened Three Hours Later.
AI adoption is rarely a technology problem. It's a confidence problem, and a well-run workshop is the fastest way to solve it.
A 15-Year Industry Veteran Asked for Distribution Rights After 30 Seconds. Here's What He Saw.
The sales problem WTFox.ai is solving, and why AI won't replace salespeople, it'll give them back their time.

Five Prompts I Use Every Week (And Why They Earn Their Spot).
Forget 50-prompt libraries. The five Claude and ChatGPT prompts I actually reach for, for editing, decisions, planning, and resetting messy thinking at 3pm.