Work on the hard boundaries.

Inference systems connect application behavior, model execution and operational evidence. Those boundaries reward careful engineering and clear thinking.

Useful areas for a conversation.

Inference systems
Request lifecycle, serving behavior, routing constraints and the interpretation of latency and token usage.
Developer experience
Interfaces that make an execution path understandable without hiding its caveats.
Reliability and data control
Explicit failure behavior, traceability, permissions, retention and evidence that a control works.

Ask about the current situation.

No vacancy list, open role, application process or hiring promise is published on this preview. The areas above describe engineering interests, not job offers.

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Bring the question.
Keep the context.

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