Give Your Trading AI a Kill Switch Before You Give It Capital
An autonomous trading agent that can’t stop itself isn’t automated — it’s unsupervised. The circuit breaker is the least glamorous and most important line of code you’ll write.
2 min read
Semantic Caching: The Cheapest AI Answer Is the One You Don't Regenerate
Traditional caches only recognise a question they’ve seen letter for letter. Semantic caching recognises meaning — and for the thousandth shopper asking ‘does this run small?’ in slightly different words, that difference is most of your bill.
3 min read
Reading the Room: What AI Sentiment Signals Get Right, and Wrong
Language models can turn a flood of headlines into a tradable mood score — but the edge lives in the plumbing, not the model.
2 min read
AI FinOps: Your Token Bill Is the New Cloud Bill
The first cloud bill that made a CFO flinch was for servers nobody remembered switching on. The next one is for tokens — and the discipline that tames it is one we already learned a decade ago. A deeper field guide to AI FinOps.
6 min read
Prompt Injection Is the New SQL Injection
The story of the moment an AI processor almost did what a stranger’s text told it to — and why prompt injection becomes a real security problem the instant AI stops being a chatbot and starts running unattended inside your application.
6 min read
The AI Gateway: Air Traffic Control for Your Models
As teams wire up a dozen different models, a new piece of plumbing quietly becomes essential — the AI gateway that routes, governs, and pays the bills. Here’s the architecture, with an airline booking example.
5 min read
Context Engineering Is the Skill Prompt Engineering Was Pretending to Be
The clever one-liner prompt is fading. The real craft now is deciding what an AI model gets to see before it answers.
3 min read
From 'Can I Eat This?' to Aroi Care: Building a Bilingual AI Food-Safety Advisor
The story of building Aroi Care — a bilingual EN/TH AI food-safety advisor — from a one-line idea to a live app with a Gemini-powered analysis pipeline, two-tier caching, and a hard budget kill switch.
9 min read
The Path to AI Product Manager: Building Products That Think
The AI PM is the most in-demand, least-defined role in tech right now. Here’s what the job actually is, what it demands, and how to get there from wherever you’re standing.
5 min read
Small Models, Big Shift: Why Edge AI Is the Quiet Story of 2026
The headlines chase ever-larger frontier models, but the more interesting move in 2026 is downward — small, capable models running on the device in your hand.
2 min read
Google ADK 2.0: Building a Dynamic Promotion Engine for Ecommerce
ADK 2.0’s graph-based workflows and dynamic loops unlock something traditional automation can’t do — an AI agent that monitors a flash sale in real time and adapts promotions on the fly.
6 min read
AI-Driven Development: Building a Smarter Ecommerce Platform from the Ground Up
AI-driven development isn’t about replacing engineers — it’s about rethinking how software systems are designed, built, and evolved. Here’s what that looks like in practice, using an ecommerce platform as the blueprint.
9 min read
Agentic AI: The Shift from Assistant to Actor
AI is no longer just answering questions — it’s taking actions. Here’s what the rise of agentic systems means for how we build and work.
2 min read
Deep Work in an Agentic World
AI agents are taking over the shallow work. So what does that mean for how you should be spending your focused hours?
2 min read
AI Context Windows Are Getting Ridiculous — And That's a Good Thing
Context windows have exploded from 4K to millions of tokens. What does that actually change for how we build and think?
2 min read
World Cup 2026: How AI and Technology Are Reshaping the Beautiful Game
From AI-powered offside calls to smart stadiums, FIFA’s 2026 World Cup is set to be the most technologically advanced tournament in history.
3 min read
I Let an AI Build My Blog. Here's What Happened (Spoiler: It Worked)
A Technology Polymath who has spent 20 years telling clients to embrace AI finally turns the mirror on himself. What followed was a zero-server, near-zero-cost blog built almost entirely with Claude — and only mildly embarrassing.
2 min read
Building AI Features That Earn Their Place in Production
Most AI feature experiments share the same fate: impressive demo, uncomfortable production metrics, quiet retirement. Here’s the design thinking that changes the outcome.
2 min read