AI Platform Engineering — What Mature Platforms Look Like in 2025
The first wave of enterprise AI platforms is now mature enough to extract patterns. The platforms that compound value across line-of-business teams share recognisable shape.
The AI-Native Architecture Pattern in 2025
AI-native applications have moved from architectural curiosity to mature pattern. A practitioner view of what the architecture looks like when it's done well, and how it differs from AI-augmented conventional applications.
Enterprise Platform Engineering
Platform engineering as a discipline has crystallised over the last few years. The internal developer platform pattern, the paved road, the platform-as-a-product mindset — a practitioner view of what makes it work in regulated enterprise estates.
Kubernetes for Enterprise Platforms
Kubernetes is the default substrate for new enterprise platforms. The operating model — not the platform choice — is where most Kubernetes rollouts in regulated enterprises succeed or fail. A practical view from delivery.