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#deployment

A focused collection of analysis, guides, and field notes related to this topic.

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From notebook to reliable machine learning service

Data ScienceSep 6, 20265 min read

From notebook to reliable machine learning service

The engineering decisions that turn an experiment into a monitored, versioned, and maintainable service.

Building a production-ready Next.js application

Software EngineeringAug 30, 20264 min read

Building a production-ready Next.js application

A deployment-minded checklist covering configuration, runtime errors, caching, metadata, and health checks.

A calm deployment checklist for small teams

Cloud, DevOps & SecurityAug 27, 20267 min read

A calm deployment checklist for small teams

Environment variables, process managers, reverse proxies, logs, backups, and restart procedures in one practical flow.