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Contributing Writer · AI Specialist

Celeste Shao

Contributing Writer, ASCENDING Inc

Celeste is an AI specialist focused on what happens after a model ships: tracing and evaluating LLM applications, catching silent quality drift before users do, and the operational discipline that separates a demo from a production system. She covers the observability and evaluation side of the agentic-AI stack.

  • LLM observability
  • Evaluation
  • Production AI
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Articles by Celeste Shao

17 articles published on the ASCENDING Blog