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Written after the deployment, not before.

Essays on AI architecture, strategy and the org problems in between. Heart what’s useful, argue with me in the comments.

Tagged “platform-engineering”clear ✕

May 07, 2026

platform engineering13 min read

Your AI Team Is a Bottleneck: Why LLMs Belong on the Platform

Stop creating siloed "AI teams" that become bottlenecks. To scale LLM development, treat AI capabilities as a product built by your platform team, enabling product teams to innovate faster and more safely.

Abstract illustration of interconnected gears and data streams forming a central hub.

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