Contributing Writer · AI Specialist
Celeste Shao
Contributing Writer, Explore Agentic
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 observabilityEvaluationProduction AI
By this contributor
Pieces written or reviewed by Celeste
- Insight · Written Claude Cowork in the Enterprise: Governing the Cowork AI That Acts on Real Files
- Insight · Reviewed LLM Evaluation: Metrics, Judges, Agent Trajectories, and the Program That Makes Them Stick
- Insight · Reviewed The AWS Agentic AI Security Scoping Matrix, Mapped to Controls You Can Actually Deploy
- Insight · Written LLM Observability Isn't Optional: What Technical Leaders Need to Build It Right
- Insight · Written HIPAA-Compliant AI Agents for Clinics: The BAA Chain, Minimum Necessary, and Audit-Trail Architecture
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Other contributors
- Ryo HangEditor-in-Chief
- Alexander GromanContributing Writer
- Kelvin YuContributing Writer
- Soraya ZhengContributing Writer
- Cynthia ZhangContributing Writer
- Tommy TaoContributing Writer
- Chandler BensonContributing Writer
- Elias SaljukiContributing Editor
- Ginny CasuccioContributing Editor
- Gloria Qian ZhangContributing Editor
- Laura Bradley McCoyContributing Writer
- Merve TengizContributing Editor
- Michael CloughEditorial Advisor