Michael is a product manager and loves discussing tech, business, travel, and food.

MCPs: Agentic Interfaces Are Getting Defined

Learn more about how MCPs bridge LLMs and tools, enabling structured, agentic AI with memory, action, and context.

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Scaling LLM Products for the Future

In this post, I explore two ways to build AI products: stick to today’s LLMs or plan for future leaps in AI. Learn how to stay agile, future-proof, and outpace rapid advancements.

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Large Language Models: Site Unreliability

Curious how a few hours of downtime can derail your AI-powered features? In this quick post, we explore why reliability matters for LLM-driven products—covering the differences between SLIs, SLOs, and SLAs—and reveal how self-host

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