[
  {
    "id": "uv-docs-1",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/projects/",
    "excerpt": "You can create a new Python project using the `uv init` command",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-2",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/projects/",
    "excerpt": "You can add dependencies to your `pyproject.toml` with the `uv add` command. This will also update the lockfile and project environment",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-3",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "Runs scripts, with support for inline dependency metadata.",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-4",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "A single tool to replace `pip`, `pip-tools`, `pipx`, `poetry`, `pyenv`, `twine`, `virtualenv`, and more.",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-5",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/pip/",
    "excerpt": "The `uv pip` interface exposes the speed and functionality of uv to power users and projects that are not ready to transition away from `pip` and `pip-tools`.",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-6",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "uv installs Python and allows quickly switching between versions.",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-7",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/tools/",
    "excerpt": "Tools can be invoked without installation using `uv tool run`, in which case their dependencies are installed in a temporary virtual environment isolated from the current project.",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-8",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/tools/",
    "excerpt": "Tools can also be installed with `uv tool install`, in which case their executables are available on the `PATH`",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-9",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/projects/",
    "excerpt": "The `--upgrade-package` flag will attempt to update the specified package to the latest compatible version, while keeping the rest of the lockfile intact.",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-10",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/integration/github/",
    "excerpt": "we recommend the official `astral-sh/setup-uv` action, which installs uv, adds it to PATH, (optionally) persists the cache, and more",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-11",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/cache/",
    "excerpt": "To clear the cache entirely, run `uv cache clean`. To clear the cache for a specific package, run `uv cache clean <package-name>`.",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-12",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/getting-started/installation/",
    "excerpt": "When uv is installed via the standalone installer, it can update itself on-demand",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-gh-1",
    "tier": "github",
    "url": "https://github.com/astral-sh/uv",
    "excerpt": "Use a specific Python version in the current directory:\n\nconsole\n$ uv python pin 3.11\nPinned `.python-version` to `3.11`",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-13",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/getting-started/installation/",
    "excerpt": "To enable shell autocompletion for uv commands, run one of the following:",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-14",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/tools/",
    "excerpt": "Additional packages can be included during tool execution:\n\n`$ uvx --with <extra-package> <tool>`",
    "fetchedAt": "2026-09-04T21:00:09.861Z"
  },
  {
    "id": "uv-docs-15",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "$ uv init example\nInitialized project `example` at `/home/user/example`",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-16",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "$ uv run ruff check\nAll checks passed!",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-17",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/projects/",
    "excerpt": "`uv.lock` is a cross-platform lockfile that contains exact information about your project's dependencies.",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-18",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "uv manages dependencies and environments for single-file scripts.",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-19",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "$ uvx pycowsay 'hello world!'",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-20",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "$ uv tool install ruff\nResolved 1 package in 6ms\nInstalled 1 package in 2ms",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-21",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "$ uv venv --python 3.12.0\nUsing CPython 3.12.0\nCreating virtual environment at: .venv",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-22",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/tools/",
    "excerpt": "$ uvx [[email protected]](/cdn-cgi/l/email-protection) --version\nruff 0.6.0",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-23",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/tools/",
    "excerpt": "Tool upgrades will respect the version constraints provided when installing the tool.",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-24",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/tools/",
    "excerpt": "Additional packages can be included during tool execution:\n\n$ uvx --with <extra-package> <tool>",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-25",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/cache/",
    "excerpt": "uv uses aggressive caching to avoid re-downloading (and re-building) dependencies that have already been accessed in prior runs.",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-26",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/cache/",
    "excerpt": "you can add cache key entries under `tool.uv.cache-keys`, which covers both file paths and Git commit hashes.",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-27",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/integration/github/",
    "excerpt": "Python can be installed with the `python install` command",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-gh-2",
    "tier": "github",
    "url": "https://github.com/astral-sh/uv",
    "excerpt": "Installable without Rust or Python via `curl` or `pip`.",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-gh-3",
    "tier": "github",
    "url": "https://github.com/astral-sh/uv",
    "excerpt": "uv can update itself to the latest version:\n\nbash\nuv self update\n",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-gh-4",
    "tier": "github",
    "url": "https://github.com/astral-sh/uv",
    "excerpt": "$ uv python pin 3.11\nPinned `.python-version` to `3.11`",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-28",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/projects/",
    "excerpt": "$ uv version --output-format json",
    "fetchedAt": "2026-09-04T21:03:00.490Z"
  },
  {
    "id": "uv-docs-29",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "Run a tool in an ephemeral environment using `uvx` (an alias for `uv tool run`)",
    "fetchedAt": "2026-09-04T21:05:15.539Z"
  },
  {
    "id": "uv-docs-30",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "Install a tool with `uv tool install`",
    "fetchedAt": "2026-09-04T21:05:15.539Z"
  },
  {
    "id": "uv-docs-31",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/pip/",
    "excerpt": "uv provides a drop-in replacement for common `pip`, `pip-tools`, and `virtualenv` commands.",
    "fetchedAt": "2026-09-04T21:05:15.539Z"
  },
  {
    "id": "uv-docs-32",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "Supports Cargo-style [workspaces](concepts/projects/workspaces/) for scalable projects.",
    "fetchedAt": "2026-09-04T21:05:15.539Z"
  },
  {
    "id": "uv-docs-33",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "Disk-space efficient, with a [global cache](concepts/cache/) for dependency deduplication.",
    "fetchedAt": "2026-09-04T21:05:15.539Z"
  },
  {
    "id": "uv-docs-34",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/integration/github/",
    "excerpt": "we recommend the official [`astral-sh/setup-uv`](https://github.com/astral-sh/setup-uv) action, which installs uv, adds it to PATH, (optionally) persists the cache, and more",
    "fetchedAt": "2026-09-04T21:05:15.539Z"
  },
  {
    "id": "uv-docs-35",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/getting-started/installation/",
    "excerpt": "When uv is installed via the standalone installer, it can update itself on-demand: `uv self update`",
    "fetchedAt": "2026-09-04T21:05:15.539Z"
  },
  {
    "id": "uv-gh-5",
    "tier": "github",
    "url": "https://github.com/astral-sh/uv",
    "excerpt": "$ uv python pin 3.11 [] Pinned `.python-version` to `3.11`",
    "fetchedAt": "2026-09-04T21:05:15.539Z"
  },
  {
    "id": "uv-docs-36",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/tools/",
    "excerpt": "Tool environments may be upgraded via `uv tool upgrade`, or re-created entirely via subsequent `uv tool install` operations.",
    "fetchedAt": "2026-09-04T21:05:15.539Z"
  },
  {
    "id": "uv-docs-37",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/projects/",
    "excerpt": "The `uv version` command can be used to read your package's version.",
    "fetchedAt": "2026-09-04T21:05:15.539Z"
  },
  {
    "id": "uv-docs-38",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/projects/",
    "excerpt": "To remove a package, you can use `uv remove`",
    "fetchedAt": "2026-09-04T21:07:40.406Z"
  },
  {
    "id": "uv-docs-39",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/projects/",
    "excerpt": "To upgrade a package, run `uv lock` with the `--upgrade-package` flag",
    "fetchedAt": "2026-09-04T21:07:40.406Z"
  },
  {
    "id": "uv-docs-40",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "$ uv add --script example.py requests\nUpdated `example.py`",
    "fetchedAt": "2026-09-04T21:07:40.406Z"
  },
  {
    "id": "uv-docs-41",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/tools/",
    "excerpt": "For example, to run a specific version of Ruff:\n\n$ uvx [email protected] --version\nruff 0.6.0",
    "fetchedAt": "2026-09-04T21:07:40.406Z"
  },
  {
    "id": "uv-docs-42",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/projects/",
    "excerpt": "If you're migrating from a `requirements.txt` file, you can use `uv add` with the `-r` flag to add all dependencies from the file",
    "fetchedAt": "2026-09-04T21:07:40.406Z"
  },
  {
    "id": "uv-docs-43",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/getting-started/installation/",
    "excerpt": "When uv is installed via the standalone installer, it can update itself on-demand:\n\n$ uv self update",
    "fetchedAt": "2026-09-04T21:07:40.406Z"
  },
  {
    "id": "uv-docs-44",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/getting-started/installation/",
    "excerpt": "To enable shell autocompletion for uv commands, run one of the following",
    "fetchedAt": "2026-09-04T21:07:40.406Z"
  },
  {
    "id": "uv-docs-45",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/cache/",
    "excerpt": "you can add cache key entries under `tool.uv.cache-keys`, which covers both file paths and Git commit hashes",
    "fetchedAt": "2026-09-04T21:07:40.406Z"
  },
  {
    "id": "uv-docs-46",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/integration/github/",
    "excerpt": "When using a matrix to test multiple Python versions, set the Python version using `astral-sh/setup-uv`",
    "fetchedAt": "2026-09-04T21:07:40.406Z"
  },
  {
    "id": "uv-docs-47",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/projects/",
    "excerpt": "$ uv init hello-world",
    "fetchedAt": "2026-09-04T21:12:23.014Z"
  },
  {
    "id": "uv-docs-48",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/tools/",
    "excerpt": "Tools can also be installed with `uv tool install`, in which case their executables are [available on the `PATH`]",
    "fetchedAt": "2026-09-04T21:12:23.014Z"
  },
  {
    "id": "uv-docs-49",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/cache/",
    "excerpt": "To clear the cache entirely, run `uv cache clean`.",
    "fetchedAt": "2026-09-04T21:12:23.014Z"
  },
  {
    "id": "uv-docs-50",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/integration/github/",
    "excerpt": "This will respect the Python version pinned in the project.",
    "fetchedAt": "2026-09-04T21:12:23.014Z"
  },
  {
    "id": "uv-docs-51",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/getting-started/installation/",
    "excerpt": "$ uv self update",
    "fetchedAt": "2026-09-04T21:12:23.014Z"
  },
  {
    "id": "uv-docs-52",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/llms.txt",
    "excerpt": "uv publishes an llms.txt index of its documentation at docs.astral.sh/uv/llms.txt (served as text/plain): \"# uv > uv is an extremely fast Python package and project manager, written in Rust.\" — every docs page is also fetchable as raw markdown by appending index.md (e.g. getting-started/installation/index.md).",
    "fetchedAt": "2026-09-04T23:07:47.000Z"
  },
  {
    "id": "uv-docs-53",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "uv init example",
    "fetchedAt": "2026-09-16T18:47:40.265Z"
  },
  {
    "id": "uv-docs-54",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/projects/",
    "excerpt": "uv.lock` is a cross-platform lockfile that contains exact information about your project's dependencies.",
    "fetchedAt": "2026-09-16T18:47:40.265Z"
  },
  {
    "id": "uv-docs-55",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/tools/",
    "excerpt": "$ uvx [[email protected]](/cdn-cgi/l/email-protection) --version [](#__codelineno-0-2)ruff 0.6.0",
    "fetchedAt": "2026-09-16T18:47:40.265Z"
  },
  {
    "id": "uv-docs-56",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "Supports Cargo-style workspaces for scalable projects.",
    "fetchedAt": "2026-09-16T18:47:40.265Z"
  },
  {
    "id": "uv-docs-57",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/guides/projects/",
    "excerpt": "uv.lock is a cross-platform lockfile that contains exact information about your project's dependencies.",
    "fetchedAt": "2026-09-16T19:49:33.074Z"
  },
  {
    "id": "uv-docs-58",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/",
    "excerpt": "Install a tool with `uv tool install`:\n\n$ uv tool install ruff",
    "fetchedAt": "2026-09-16T19:49:33.074Z"
  },
  {
    "id": "uv-docs-59",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/tools/",
    "excerpt": "$ uvx [email protected] --version\nruff 0.6.0",
    "fetchedAt": "2026-09-16T19:49:33.074Z"
  },
  {
    "id": "uv-docs-60",
    "tier": "claimed-docs",
    "url": "https://docs.astral.sh/uv/concepts/cache/",
    "excerpt": "you can add cache key entries under [`tool.uv.cache-keys`](../../reference/settings/#cache-keys), which covers both file paths and Git commit hashes.",
    "fetchedAt": "2026-09-16T19:49:33.074Z"
  },
  {
    "id": "uv-comm-1",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=44357411",
    "excerpt": "When you're used to pip, it's just confusingly fast. More than once I thought maybe it didn't work because it returned too quickly.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-2",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=44357411",
    "excerpt": "Tried uv a while ago and I was shocked by how fast and easy it is to use. There's basically no reason to use pip anymore, and if you're using only Python there's basically no reason to use conda either.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-3",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=44357411",
    "excerpt": "Still no option to store virtual envs outside projects after a year: https://github.com/astral-sh/uv/issues/1495",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-4",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=44357411",
    "excerpt": "I continue to be puzzled why sometime running uvx (uv tool run) will redownload all dependencies even though it just downloaded them for another tool. Downloading torch 15 times per day gets old even on 500 mbits",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-5",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=44357411",
    "excerpt": "This has the same issue as so many package managers for Python, namely, it doesn't provide a way for --no-binary to remain sticky... So I'll not be migrating any time soon.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-6",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=44357411",
    "excerpt": "UV is fast, like FAST. Plus, it removes the need for pyenv and pip for me... no need to activate env or anything, uv run automatically runs your code through the env.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-7",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=44357411",
    "excerpt": "Switched to uv and everything just worked [after pip's cache was taking up too much space on a shared server with no root access].",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-8",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43095157",
    "excerpt": "Lack of `uv pip install --user` has made transitioning our existing python environment a bit more challenging than I'd like, but not a deal breaker.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-9",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43095157",
    "excerpt": "uv's handling of pre-releases is... unusual. https://github.com/astral-sh/uv/issues/10138",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-10",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43095157",
    "excerpt": "The biggest praise I can give uv is that as a non Python dev, it makes Python a lot more accessible... With uv, you don't have to care about any of that. The venv and your Python install are just handled for you by 'uv run', which is magic.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-11",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43095157",
    "excerpt": "the 86GB python dependency download cache on my primary SSD, most of which can be attributed to the 50 different versions of torch... even uv cannot salvage the mess that is pip.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-12",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43095157",
    "excerpt": "This does not work with uv, even with the `uv pip` interface, because uv rightly doesn't put up with that shit [NVIDIA's registry-breaking package hack].",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-13",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43095157",
    "excerpt": "I use conda for environment management and pip for package management... I'm afraid that uv is another round of 'Let's fix everything'... I find nothing innovative or pleasing in its design.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-14",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=45751400",
    "excerpt": "UV is great but I use it as a more convenient pip+venv. Maybe I'm not using it to it's full potential.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-15",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=45751400",
    "excerpt": "uv is much faster than both [pyenv and poetry], has a more ergonomic CLI, and solves both of the issues I just mentioned [poetry resolver stalling, pyenv compile dependency issues].",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-16",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=45751400",
    "excerpt": "1. It tries to do too many things... 2. You end up needing to use `uv pip` so it's not even a full replacement for pip. 3. It does not play well with Docker. 4. It adds more complexity [with many new env vars].",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-17",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=45751400",
    "excerpt": "I don't like that it defaults to putting the virtual environment right there, I much prefer how pipenv does it with a shared one in the users home directory, but it's a small price to pay for how fast it is.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-18",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=45751400",
    "excerpt": "I have one problem with uv... It doesn't seem to understand the concept of >= when it's trying to resolve a local wheel I built and use... it still goes to look for [an old deleted version] and errors out.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-19",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=46393992",
    "excerpt": "At Plotly we did a decent amount of benchmarking... We found you lost almost all of the speed gains if you configured uv behave as much like pip as you could. A trivial example is the precompile flag, which can easily be 50% of pips install time.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-comm-20",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=46393992",
    "excerpt": "What I want from a package manager is that it just works. That's what I mostly like about uv... What I don't like about uv... is that the programmer isn't given a clear mental model of what's happening.",
    "fetchedAt": "2026-09-04T21:10:35.887Z"
  },
  {
    "id": "uv-probe-1",
    "tier": "probe",
    "url": "https://docs.astral.sh/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 404 at https://docs.astral.sh/llms.txt",
    "fetchedAt": "2026-09-16T19:49:34.219Z"
  },
  {
    "id": "uv-probe-2",
    "tier": "probe",
    "url": "https://docs.astral.sh/uv/.md",
    "excerpt": "PROBE docs-md: HTTP 404 at https://docs.astral.sh/uv/.md",
    "fetchedAt": "2026-09-16T19:49:34.219Z"
  },
  {
    "id": "uv-probe-3",
    "tier": "probe",
    "url": "https://docs.astral.sh/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.astral.sh/openapi.json, https://docs.astral.sh/swagger.json, https://docs.astral.sh/api/openapi.json, https://docs.astral.sh/.well-known/openapi.json)",
    "fetchedAt": "2026-09-16T19:49:34.219Z"
  },
  {
    "id": "uv-probe-4",
    "tier": "probe",
    "url": "https://docs.astral.sh/uv/reference/cli/",
    "excerpt": "official CLI documented at https://docs.astral.sh/uv/reference/cli/",
    "fetchedAt": "2026-09-16T19:49:34.219Z"
  }
]