generated: '2026-08-27' method: searched source: >- Registry metadata endpoints probed 2026-08-27 — pypi.org/pypi/sift-stack-py/json (200), crates.io/api/v1/crates/sift_rs (200), proxy.golang.org/github.com/sift-stack/sift/go/@latest (200), registry.npmjs.org (404 for every candidate), api.github.com/repos/sift-stack/sift (200); cross-checked against https://docs.siftstack.com/api/clients and the sift-stack/sift monorepo. name: Sift client libraries and distributions note: >- Sift ships every first-party client from one MIT-licensed monorepo, github.com/sift-stack/sift, with language subtrees (python/, rust/, go/, cpp/) generated from the protos/ directory. Only the Python and Rust clients are published to a package registry; the Go client is consumed as a Go module and the C++ client is source-only. The CLI is distributed as prebuilt binaries from GitHub Releases via a cargo-dist installer script, not from crates.io. official_count: 6 packages: - name: sift-stack-py registry: pypi url: https://pypi.org/project/sift-stack-py/ official: true language: python version: 0.20.0 published: '2026-08-25' repository: https://github.com/sift-stack/sift/tree/main/python docs: https://docs.siftstack.com/sift_py/sift_py.html changelog: https://github.com/sift-stack/sift/blob/main/python/CHANGELOG.md note: >- Distribution name is sift-stack-py; the import package is sift_py. Most actively released first-party client — the release cadence tracks the API (python/v0.19.1 2026-07-28, python/v0.20.0 2026-08-25). - name: sift_rs registry: crates.io url: https://crates.io/crates/sift_rs official: true language: rust version: 0.11.0 published: '2026-08-21' repository: https://github.com/sift-stack/sift note: Rust client generated from the same protos/ tree; 88,443 lifetime downloads at probe time. - name: github.com/sift-stack/sift/go registry: go url: https://pkg.go.dev/github.com/sift-stack/sift/go official: true language: go version: v0.4.0 published: '2025-06-13' repository: https://github.com/sift-stack/sift/tree/main/go note: >- DECAY SIGNAL — proxy.golang.org reports the latest tagged version as go/v0.4.0 from 2025-06-13, more than fourteen months behind the Python client (0.20.0, 2026-08-25) and the Rust client (0.11.0, 2026-08-21). The generated stubs in go/gen may still be current on main, but no Go module version has been tagged since, so `go get` resolves to a 2025 contract. - name: sift-cli registry: github-releases url: https://github.com/sift-stack/sift/releases/tag/sift_cli-v0.4.4 official: true language: rust version: 0.4.4 published: '2026-08-24' install: 'curl --proto "=https" --tlsv1.2 -LsSf https://github.com/sift-stack/sift/releases/latest/download/sift_cli-installer.sh | sh' artifacts: - sift_cli-aarch64-apple-darwin.tar.xz - sift_cli-x86_64-apple-darwin.tar.xz - sift_cli-aarch64-unknown-linux-gnu.tar.xz - sift_cli-x86_64-unknown-linux-gnu.tar.xz - sift_cli-x86_64-pc-windows-msvc.zip note: >- Distributed as cargo-dist prebuilt binaries with sha256 sums and PowerShell/shell installers — there is no crates.io or npm entry for it. The unrelated crates.io crate named `sift-cli` (keywords cli/debug/error/filter/llm) is a DIFFERENT project and is not Sift Stack's; it is recorded here only so a later pass does not mistake it for a first-party package. - name: sift-labview registry: github url: https://github.com/sift-stack/sift-labview official: true language: labview version: null published: '2025-10-10' note: >- version null — LabVIEW client is distributed from the repository itself, not from a package registry, and the repo carries no tagged release; `published` is the last push date reported by the GitHub API. Checked, nothing to record. - name: sift-grafana-datasource registry: github url: https://github.com/sift-stack/sift-grafana-datasource official: true language: typescript version: null published: '2026-08-11' note: >- version null — Grafana datasource plugin. Not on npm (registry.npmjs.org returned 404 for sift-grafana-datasource); Grafana plugins install from the Grafana catalog or a release zip. The changelog references release tag v1.3.0 but the version was not read from a registry metadata endpoint, so it is not asserted here. `published` is the last push date from the GitHub API.