Most RAG deployments work in the demonstration. A question goes in. The right answer comes back. The room is impressed. The programme gets the green light. Then it goes to production. Real users. Real questions. Questions the demonstration never asked. And the system that looked entirely capable in a controlled environment starts behaving in ways…
The API Legacy There was a moment, roughly a decade ago, when APIs were the answer to everything. Large organisations were facing a genuine crisis. Mobile had arrived. Digital channels were multiplying. The legacy estate, mainframes, MQ bridges, batch processes, point-to-point integrations, was never designed to be consumed by an app on someone’s phone. APIs…
The vision for Event Driven Architecture is genuinely compelling. Build your systems around business events. When something meaningful happens in a domain — a payment is made, an account is opened, a limit is breached — the fact is published, post fact. Other domains consume it. They react. They choreograph. No tight coupling. No synchronous…