Written by the team

Amara leads the gateway and routing team at WebParam. She spent a decade building inference infrastructure at scale before turning her attention to the multi-provider problem: how to make switching models a configuration value rather than an integration project.

Lucas works on failover, load-shaping and cost-aware routing across the provider fleet. He writes about the parts of running an AI gateway that only show up in production: the tail latencies, the mid-stream failures, the bills nobody forecast.

Priya runs the evaluation practice at WebParam, comparing models the way customers actually use them rather than the way leaderboards score them. She has a particular interest in the Chinese open-weights ecosystem and why it keeps being underestimated.