Most teams shipping AI features cannot answer the simplest question about them — is this actually good? Evaluation is not a testing chore. It is the definition of correct, and writing it down is the hardest and most valuable work in the project.
8 min readAn 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 readTraditional 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 readLanguage models can turn a flood of headlines into a tradable mood score — but the edge lives in the plumbing, not the model.
2 min readThe 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 readThe 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 readAs 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 readThe clever one-liner prompt is fading. The real craft now is deciding what an AI model gets to see before it answers.
3 min readThe 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 readThe 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 readThe 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 readADK 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 readAI-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 readAI 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 readAI agents are taking over the shallow work. So what does that mean for how you should be spending your focused hours?
2 min readContext windows have exploded from 4K to millions of tokens. What does that actually change for how we build and think?
2 min readFrom 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 readA 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 readMost AI feature experiments share the same fate: impressive demo, uncomfortable production metrics, quiet retirement. Here’s the design thinking that changes the outcome.
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