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Review "Practical Power" article #280
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…ot-org into conda-not-pypi-3
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…to conda-not-pypi-3
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h-vetinari
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Nov 10, 2025
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I'll leave you two to figure it out, and stay quiet in the peanut gallery. Just one last potentially useful reference.
dbast
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Nov 10, 2025
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Nov 10, 2025
* Add Part 3 of the “Conda Is Not PyPI” series: Title: Practical Power: Reproducibility, Automation, and Layering with Conda Focus: - Shows how conda’s embedded package metadata (`info/` + rendered recipe) enables auditable, rebuildable provenance. - Explains reproducibility workflows with `conda-lock` (multi-platform lockfiles) and Renovate-driven automated dependency updates. - Details performance and footprint benefits (no bundled glibc → faster CI/HPC/env creation). - Describes layering model: conda base (multi-language distro layer) + pip/npm application layer. - Highlights real-world advantages for data science, ML, research reproducibility, enterprise automation, and onboarding. - Extends scope beyond “scientific Python” to DevOps / platform tooling (helm, terraform, opentofu, packer, etc.). - Concludes the series: Part 1 (conceptual distinction), Part 2 (position on spectrum), Part 3 (practical workflows). Authored by @dbast and @jezdez to document the practical implications of conda as a user‑space distribution. * Improve * More lockfile content * More about layers and runtime locking * Update * rolling * fix * links * Update blog/2025-11-11-conda-practical-power.mdx Co-authored-by: h-vetinari <[email protected]> * no dashes, meta data hashing * add tip and note * link * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Link part 2 -> part 3 * mention recipe.yaml * Add pixi-production link * Update blog/2025-11-11-conda-practical-power.mdx Co-authored-by: h-vetinari <[email protected]> * More precision * Review "Practical Power" article (#280) * Refine content and structure in "Practical Power" article for clarity and flow * Add banner image * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fewer semicolons. --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * More accurate number for conda-forge's scale * Mention pypackaging-native * Update blog/2025-11-11-conda-practical-power.mdx Co-authored-by: h-vetinari <[email protected]> --------- Co-authored-by: h-vetinari <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Jannis Leidel <[email protected]>
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learn/orcommunity/, I have added it to the corresponding_sidebar.jsonfile.