2/1/2026 · 1 min read
From Notebook to Production ML
A practical workflow for turning experiments into maintainable ML services.
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Latest notes on machine learning systems, infrastructure, and deployment workflows.
1/18/2026 · 1 min read
Evaluation-Driven ML Releases
A release workflow that treats eval quality gates as first-class deployment checks.
Read note →12/9/2025 · 1 min read
Observability for LLM Systems
Practical telemetry patterns for tracing retrieval, prompts, and model outputs end to end.
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