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Engineering blog.

How we build the ENT Clinical OS, one problem at a time. Each post shows the code, the commit and the numbers we recorded, and says what we have not measured. RSS.

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sarvam-105b returned null. Tripling the token budget didn't help.

Our first live extraction call spent its whole token budget on reasoning. The fix, then a fault-injection run of all three versions of the provider against 14 failure modes, and the open bug it found.

4 October 202613 min readLLM integrationFault injectionPythonSarvam