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Ideas, experiments,
and lessons in AI.

Practical insights on machine learning, generative AI, and building systems that work.

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Latest from the workbench

Deploy your first ML API with FastAPI
MLOps

Deploy your first ML API with FastAPI

Turn a model into a production-ready API with validation, testing, and containerization.

◷  7 min read
Monitoring models after deployment
MLOps

Monitoring models after deployment

Practical strategies for monitoring performance, detecting drift, and setting useful alerts.

◷  8 min read