Category: Google

A Practical FinOps Playbook for AI Infrastructure Costs

Somewhere this quarter, a team spun up a cluster of GPU instances for a training run, left them running over a long weekend because nobody wrote down whose job it was to tear them down, and walked into Monday with a bill that...

Content Relevance : The Invisible Product Series

Seven Essays on Ranking, Relevance, and the Future of Discovery Series thesis Every social or entertainment product makes a promise about what deserves a person’s attention. Ranking is where that promise becomes...

The Hidden Cost of Flat Logs in AI Agent Development

AI agents do not fail like ordinary request handlers. They fail across tools, retries, handoffs, and parallel branches. Traditional logs are still useful, but an uncorrelated stream of log lines no longer matches the shape of...

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