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Notes from production.

Essays and field notes on Foundation AI platform engineering, distributed data systems, and the unglamorous middle of shipping software.

Over the last eight years, I have worked on production data platforms, AI infrastructure, and agentic systems that serve millions of requests. The hardest problems are rarely the algorithms — they are the boundaries between models, data pipelines, and human workflows. In this post, I share a few patterns that have held up across Precisely […]

Foundation AI, Technical Blog

Amogh Babu K A

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