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Cloud architecture, AI, enterprise engineering, and software development — everything that keeps the lights on and the systems running at scale.
16 posts
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 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 readA reference architecture for e-commerce search that understands natural language queries and personalizes results to size, style, color, and persona.
3 min readAI coding agents have moved from autocomplete to autonomous teammates — here’s what that shift actually means for engineering teams.
2 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 readContext windows have exploded from 4K to millions of tokens. What does that actually change for how we build and think?
2 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.
2 min readEvery cloud migration case study ends with success. None of them tell you about the Thursday at 2am when the database connection pool hit zero during a live flash sale.
2 min readAfter two decades of inheriting other people’s burning platforms, I can tell you exactly when enterprise transformations die — and it’s not when the CTO finally admits it.
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