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@jezdez jezdez commented Nov 10, 2025

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  • If I have added a new page to learn/ or community/, I have added it to the corresponding _sidebar.json file.

@jezdez jezdez requested review from a team as code owners November 10, 2025 11:00
@jezdez jezdez requested review from dbast and removed request for a team November 10, 2025 11:00
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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 dbast merged commit 66ca4a3 into conda:conda-not-pypi-3 Nov 10, 2025
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jezdez added a commit that referenced this pull request 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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3 participants