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Omnient
Last discussed Sep 18, 2026
A harness multiplexing tool built by Databricks that can switch between different AI model harnesses to optimize cost and performance.
Recently discussed in
Databricks CEO: Stop Scaring People About AI
Ali Ghodsi · Sep 18, 2026
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AG
Ali Ghodsi
mentioned
Used for: Multiplexing between different AI harnesses to reduce costs by up to 2x on identical models
Praised: Up to 2x cost reduction on the same model version by switching harnesses
"We also built a harness called Omnient which can multiplex between the different harnesses. Turns out actually the harness itself matters. If you use the same model but different harnesses, there's almost a 2x cost difference."
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