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Developer Tools

What should a Python service template do about dependencies?

A Python template can pin exact versions, check hashes and avoid building source packages at install time. Here is what pip supports and how to adopt it.

Oct 19, 20264 min read
Developer Tools

Python SBOM: generate from requirements.txt or the environment?

A Python SBOM from requirements.txt may miss transitive packages. Compare it with pip freeze or pip inspect to see what really got installed.

Oct 19, 20264 min read
Developer Tools

Why does the same Python package have different names in two scans?

Python treats Friendly-Bard and friendly_bard as one package. Here is the rule, why scanners can mismatch on it, and how to normalize before comparing.

Oct 19, 20263 min read
Developer Tools

Do you need a lock file for a Python project? poetry.lock and uv.lock

Yes, applications should commit a Python lock file. See what poetry.lock and uv.lock record and how they differ from the ranges in pyproject.toml.

Oct 19, 20264 min read
Developer Tools

What do Python bugfix, security and end-of-life status mean?

Python versions pass through bugfix, security and end-of-life phases. Learn what each phase covers, which versions sit where today and when to upgrade.

Oct 19, 20263 min read
Developer Tools

What do PyPI verified project URLs mean, and what is the Security link?

A green check on a PyPI project URL means control at upload time only. How verification works, how to add URLs in pyproject.toml, and the Security label.

Oct 19, 20263 min read
Developer Tools

Can you publish a new PyPI project without ever creating a token?

Yes. A PyPI pending publisher lets your first release come from CI through trusted publishing, so no long-lived upload token ever exists. Steps and limits.

Oct 19, 20264 min read
Developer Tools

Which settings secure a registry pull-through cache?

A config review of the registry proxy block: remoteurl, ttl, stored upstream credentials, delete for cleanup, and the Docker Hub only limit of the daemon.

Oct 19, 20264 min read
Developer Tools

Pull request scans vs scheduled scans: why to separate their metrics

Pull request scans and scheduled scans answer different questions. Why mixing their metrics gives misleading scan time, failure and findings numbers.

Oct 19, 20263 min read

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