Independent tech blog

A knowledge base for debugging, tools, and thinking

I write about real troubleshooting, tools, AI, and learning systems that can be revisited, reused, and extended.

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Check the essentials before deploying an open-source AI project

Chosen a GitHub project? Use this free checklist to review your environment, configuration, backups, and public access before you deploy it.

Read the companion article for the reasoning behind each check. Built for independent developers and small teams running their own tools. Subscribing to updates is optional.

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