Every pattern has a bill attached.

These are the architecture arguments we have most often, written down: what a pattern actually buys you, what it charges in return, and the size of estate below which we would tell you not to bother. Positions we will defend on a call — including the ones that cost us the work.

Kubernetes for AI, minus the hype

Kubernetes solves the boring half of an AI programme — scheduling, packaging, rollback — and nothing of the half that decides whether the model is any good. Knowing which half you have is the whole decision.

Applied AI · Platforms

Cloud-native, and what it actually cost

Microservices, containers, and orchestration brought real agility and charged for it in operational surface. The pattern is settled; the bill is the part still worth arguing about.

Resilient Infrastructure

Bring us the decision you keep deferring.

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