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Multi-tenancy != Distributed System: The Common Pitfall of AI and Software Engineering Practices

 Towards AI

Two ideas get welded together in a lot of engineering rooms, and the weld is wrong. Someone says “we’re going multi-tenant,” and within a… Continue reading on Towards AI

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AI Agent Evaluation: A Practical Guide with a Working Application

 Towards AI

An end-to-end guide to deterministic checks, retrieval metrics, human review, LLM judges, and regression testing, with practical examples from a local multi-agent RAG application. The reliability of ...

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MCP Isn’t Dead, Your Tool List Is Too Big

 Towards AI

Four MCP servers, one Claude Code session, and by the time I typed my first real prompt, a third of the context window was already spent… Continue reading on Towards AI

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