Microservices solved an organizational problem for very large companies and created operational problems for everyone else. The pendulum is swinging back.

A modular monolith with clear domain boundaries gives you most of the benefits: independent modules, clear ownership, simple deployments. You extract a service when one module needs a different scaling profile or a different team cadence.

The signal to split is rarely performance. It is usually coordination cost between teams.

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Implementing Retrieval-Augmented Generation: Moving Beyond Generic Chat

A practical guide to grounding LLM answers in your own data, with the failure modes we see most often.

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Implementing Retrieval-Augmented Generation: Moving Beyond Generic Chat

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