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Developer Tools

How do you drop an old Python version without breaking your users?

Raise requires-python, fix the wheel tag, and check metadata before release. Installers then serve older releases to users on old Python. Steps included.

Oct 18, 20264 min read
Developer Tools

How do you download only safetensors files from a model repo?

Use allow_patterns and ignore_patterns in huggingface_hub to fetch weights in safetensors form and skip pickle based files. Steps and a dry run first.

Oct 18, 20263 min read
Developer Tools

How do I disable install scripts in npm, pnpm, Yarn and Bun?

How to turn off dependency install scripts in npm, pnpm, Yarn and Bun, what each tool does by default, and how to allow only the packages that need one.

Oct 18, 20263 min read
Developer Tools

How do you claim an abandoned PyPI name under PEP 541?

PEP 541 defines abandoned projects and how to request a name transfer. See the tests, the evidence you need, and what never qualifies for a transfer.

Oct 18, 20264 min read
Developer Tools

How do you choose a threat modeling tool? Five questions to ask

Choose a threat modeling tool by method support, where the model lives, who edits it, how it links to tickets and license. Compare three kinds of tool.

Oct 18, 20264 min read
Developer Tools

How do you choose a Python build backend for a new library?

A decision guide for picking a Python build backend: pure Python versus compiled code, dynamic versions, PEP 639 license support, and what to avoid.

Oct 18, 20264 min read
Developer Tools

How do you build a webhook endpoint that triggers security scans?

Acknowledge fast, queue the work, verify the signature, deduplicate by delivery ID and debounce bursts. A short design checklist for scan webhooks.

Oct 18, 20263 min read
Developer Tools

How do I block vulnerable dependencies in a pull request?

Run a dependency scan on each pull request, make it a required check and write a clear fail rule. Add an exception path. Steps and a rule table.

Oct 18, 20263 min read
Developer Tools

How do you answer 'is all code reviewed before production?'

Back a code review answer with real GitHub branch protection settings, and avoid the admin bypass gap that makes 'all code' untrue. A startup guide.

Oct 18, 20263 min read

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