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How We Optimized Opik’s MCP Server for Cost & Performance

calendar_today July 15, 2026 person Mike Ranellone domain comet-ml

Like a lot of engineering teams, earlier this year we found ourselves hitting limits on AI token spend, trying to understand where those tokens were going and why, and how to manage cost without hurting performance. We ended up tackling this problem both internally, auditing and optimizing the coding agent configurations our team uses every […] The post How We Optimized Opik’s MCP Server for Cost & Performance appeared first on Comet .

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