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Most inference commits are broken. Here's how we fixed ours.

calendar_today June 22, 2026 person Mike Henry domain parasail-ai

Parasail restructured its inference commitment model around dollars of inference rather than a fixed SKU, so a commitment flexes as customer usage and the frontier of available models change. The post explains why most inference commits are broken and how Parasail rebuilt theirs.

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