Raza Habib
Member of Technical Staff, Anthropic

Skills
AI Observability
Continuous validation and production monitoring for AI systems. Covers the unique challenges of observing non-deterministic outputs, bridging technical and business metrics, and connecting observability data to code and user experience. Drawn from practitioners at Deepchecks, PlayerZero, and others.





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AI Product Operations
The emerging operational discipline for AI in production. Covers the guardrails, metrics, and team structures that differ from classic software: reasoning systems, evaluation frameworks, prompt engineering workflows, and scaling AI products reliably. Drawn from practitioners at Smol AI, Humanloop, Remyx AI, and others.





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