Writing archive

Notes from real work.

Applied AI, cloud engineering, data systems, security, and the occasional argument about how software should be built.

Run sandboxed tasks for AI using Azure Container Jobs

Azure Container Jobs is a lightweight managed service for running ad-hoc, scheduled, or queue-scaled containerised workloads on Azure. This article covers quick-start CLI setup, private registry usage, real-world use cases (ML training, batch processing, scraping), and a plain-English comparison against Azure Functions, Batch Jobs, and ACI.