{"adoption": {"forks": 531, "observed_at": "2026-08-28T04:09:13.641626+00:00", "stars": 5247}, "canonical_url": "https://ross.abutalabs.com/products/fluvio", "card": {"archived": false, "artifact_type": "service", "description": "🦀 event stream processing for developers to collect and transform data in motion to power responsive data intensive applications.", "domain": ["microservices", "big-data", "analytics", "developer-tools"], "enriched": true, "function": ["streaming", "message-queue", "etl", "workflow-automation", "cli"], "health_score": 99, "homepage": "https://www.fluvio.io/", "language": "Rust", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["fluvio-community/fluvio"], "name": "fluvio-community/fluvio", "platform": ["rust", "windows", "cloud", "self-hosted", "cli"], "pushed_at": "2026-08-25T11:39:23+00:00", "repo": "fluvio-community/fluvio", "stars": 5247, "tags": ["stream-processing", "event-streaming", "kafka-alternative", "wasm-transformations", "smartmodules", "connectors", "data-in-motion", "stateful-dataflows", "data-engineering", "real-time", "linux", "macos", "kubernetes", "docker"], "topics": ["cloud-native", "streaming", "rust", "real-time", "serverless", "stateful", "stream-processing", "webassembly", "data-integration", "data-flow", "distributed-systems", "event-driven-architecture", "stream-processing-engine", "data-pipelines", "streaming-data", "streaming-data-pipelines", "streaming-data-processing", "data-analytics", "streaming-analytics"], "urls": [], "use_cases": ["build real-time data pipelines that transform data in motion", "replace Kafka plus Flink with a single lightweight streaming stack", "collect events from sources like HTTP, MQTT, or Kafka and route them to sinks", "run stateful stream processing with declarative YAML dataflow definitions", "filter and transform streaming records with WASM SmartModules", "stream data between microservices in a cloud-native deployment"], "what_it_is": "Fluvio is a distributed data streaming engine written in Rust that combines a Kafka-like event streaming platform with the Stateful DataFlow (SDF) framework for stateful stream processing. It supports WASM-based SmartModule transformations, inbound/outbound connectors, and client SDKs for Rust, Python, and JavaScript.", "when_to_avoid": ["you need the mature ecosystem and broad tooling compatibility of Apache Kafka", "your workloads are batch ETL rather than continuous streaming", "you require Windows natively without WSL2", "you depend on a large community of third-party connectors and clients"], "when_to_choose": ["you want a lean, Rust-based alternative to Kafka + Flink with lower infrastructure overhead", "you need real-time transformation and enrichment of event streams", "you want declarative, composable dataflows defined in YAML", "you prefer self-hosting a lightweight streaming platform or using a managed cloud"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/fluvio", "repo": "fluvio-community/fluvio", "role": "main", "score": 79}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:13.641626+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:59:34.708563+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f8188b967e615fd15940cb2be2122d76cac5d8bf30c2c5fd9c33449892b068df", "fetched_at": "2026-08-28T04:09:13.641626+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fluvio-community/fluvio"}, {"content_hash": "99a129b515aca43ebc3dba807a0625444a368286cdbe175402f743d86cbcee1d", "fetched_at": "2026-08-29T08:54:45.758893+00:00", "kind": "homepage", "missing": false, "url": "https://www.fluvio.io/"}, {"content_hash": "28d322276e8fbb3ad2e391c1fc1bc5cc46133e6336762fdd2c1a2f41cadeb876", "fetched_at": "2026-08-29T08:54:45.767787+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/quickstart"}, {"content_hash": "b1a3e200da363d4dd772bdbc8ccbccc388abecc2cbdf2ea3b8093f14caae9d8d", "fetched_at": "2026-08-29T08:54:45.769823+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/sdf/quickstart"}, {"content_hash": "1e00a11cadab8f161e38926b69d38d9ce102ac1f3cc0f38eeb5e12ece624cc9c", "fetched_at": "2026-08-29T08:54:45.771448+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/cloud/quickstart"}, {"content_hash": "1e29bcda42a96669a72f58b72ff64ca079f04bf62b6f7bc31626adf0cebb8023", "fetched_at": "2026-08-29T08:54:45.773209+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/connectors/overview"}, {"content_hash": "7ce616161c0c23f24a09359fc1e693eb9abd9a77054433e795eff5ef7f8994ad", "fetched_at": "2026-08-29T08:54:45.774727+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/smartmodules/quickstart"}, {"content_hash": "c1b7e93b7c698a4513d67c7ea8bf260c054989095319c187ea61f89896b2e10e", "fetched_at": "2026-08-29T08:54:45.776686+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/hub/overview"}, {"content_hash": "fd5656e08a5e7ec0b4245dbd0c97918b616accef30932413439c79dab1119999", "fetched_at": "2026-08-29T08:54:45.779084+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/apis/overview"}, {"content_hash": "91fd50ec65f9c7a38b93099cbc3a1391df50ea6c35e702eb2214f183b9fd43a3", "fetched_at": "2026-08-29T08:54:45.781378+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/faqs"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:13.641626+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:59:34.708563+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f8188b967e615fd15940cb2be2122d76cac5d8bf30c2c5fd9c33449892b068df", "fetched_at": "2026-08-28T04:09:13.641626+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fluvio-community/fluvio"}, {"content_hash": "99a129b515aca43ebc3dba807a0625444a368286cdbe175402f743d86cbcee1d", "fetched_at": "2026-08-29T08:54:45.758893+00:00", "kind": "homepage", "missing": false, "url": "https://www.fluvio.io/"}, {"content_hash": "28d322276e8fbb3ad2e391c1fc1bc5cc46133e6336762fdd2c1a2f41cadeb876", "fetched_at": "2026-08-29T08:54:45.767787+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/quickstart"}, {"content_hash": "b1a3e200da363d4dd772bdbc8ccbccc388abecc2cbdf2ea3b8093f14caae9d8d", "fetched_at": "2026-08-29T08:54:45.769823+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/sdf/quickstart"}, {"content_hash": "1e00a11cadab8f161e38926b69d38d9ce102ac1f3cc0f38eeb5e12ece624cc9c", "fetched_at": "2026-08-29T08:54:45.771448+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/cloud/quickstart"}, {"content_hash": "1e29bcda42a96669a72f58b72ff64ca079f04bf62b6f7bc31626adf0cebb8023", "fetched_at": "2026-08-29T08:54:45.773209+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/connectors/overview"}, {"content_hash": "7ce616161c0c23f24a09359fc1e693eb9abd9a77054433e795eff5ef7f8994ad", "fetched_at": "2026-08-29T08:54:45.774727+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/smartmodules/quickstart"}, {"content_hash": "c1b7e93b7c698a4513d67c7ea8bf260c054989095319c187ea61f89896b2e10e", "fetched_at": "2026-08-29T08:54:45.776686+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/hub/overview"}, {"content_hash": "fd5656e08a5e7ec0b4245dbd0c97918b616accef30932413439c79dab1119999", "fetched_at": "2026-08-29T08:54:45.779084+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/apis/overview"}, {"content_hash": "91fd50ec65f9c7a38b93099cbc3a1391df50ea6c35e702eb2214f183b9fd43a3", "fetched_at": "2026-08-29T08:54:45.781378+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/faqs"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:59:34.708563+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f8188b967e615fd15940cb2be2122d76cac5d8bf30c2c5fd9c33449892b068df", "fetched_at": "2026-08-28T04:09:13.641626+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fluvio-community/fluvio"}, {"content_hash": "99a129b515aca43ebc3dba807a0625444a368286cdbe175402f743d86cbcee1d", "fetched_at": "2026-08-29T08:54:45.758893+00:00", "kind": "homepage", "missing": false, "url": "https://www.fluvio.io/"}, {"content_hash": "28d322276e8fbb3ad2e391c1fc1bc5cc46133e6336762fdd2c1a2f41cadeb876", "fetched_at": "2026-08-29T08:54:45.767787+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/quickstart"}, {"content_hash": "b1a3e200da363d4dd772bdbc8ccbccc388abecc2cbdf2ea3b8093f14caae9d8d", "fetched_at": "2026-08-29T08:54:45.769823+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/sdf/quickstart"}, {"content_hash": "1e00a11cadab8f161e38926b69d38d9ce102ac1f3cc0f38eeb5e12ece624cc9c", "fetched_at": "2026-08-29T08:54:45.771448+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/cloud/quickstart"}, {"content_hash": "1e29bcda42a96669a72f58b72ff64ca079f04bf62b6f7bc31626adf0cebb8023", "fetched_at": "2026-08-29T08:54:45.773209+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/connectors/overview"}, {"content_hash": "7ce616161c0c23f24a09359fc1e693eb9abd9a77054433e795eff5ef7f8994ad", "fetched_at": "2026-08-29T08:54:45.774727+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/smartmodules/quickstart"}, {"content_hash": "c1b7e93b7c698a4513d67c7ea8bf260c054989095319c187ea61f89896b2e10e", "fetched_at": "2026-08-29T08:54:45.776686+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/hub/overview"}, {"content_hash": "fd5656e08a5e7ec0b4245dbd0c97918b616accef30932413439c79dab1119999", "fetched_at": "2026-08-29T08:54:45.779084+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/apis/overview"}, {"content_hash": "91fd50ec65f9c7a38b93099cbc3a1391df50ea6c35e702eb2214f183b9fd43a3", "fetched_at": "2026-08-29T08:54:45.781378+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/faqs"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:13.641626+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:13.641626+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:13.641626+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:59:34.708563+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f8188b967e615fd15940cb2be2122d76cac5d8bf30c2c5fd9c33449892b068df", "fetched_at": "2026-08-28T04:09:13.641626+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fluvio-community/fluvio"}, {"content_hash": "99a129b515aca43ebc3dba807a0625444a368286cdbe175402f743d86cbcee1d", "fetched_at": "2026-08-29T08:54:45.758893+00:00", "kind": "homepage", "missing": false, "url": "https://www.fluvio.io/"}, {"content_hash": "28d322276e8fbb3ad2e391c1fc1bc5cc46133e6336762fdd2c1a2f41cadeb876", "fetched_at": "2026-08-29T08:54:45.767787+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/quickstart"}, {"content_hash": "b1a3e200da363d4dd772bdbc8ccbccc388abecc2cbdf2ea3b8093f14caae9d8d", "fetched_at": "2026-08-29T08:54:45.769823+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/sdf/quickstart"}, {"content_hash": "1e00a11cadab8f161e38926b69d38d9ce102ac1f3cc0f38eeb5e12ece624cc9c", "fetched_at": "2026-08-29T08:54:45.771448+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/cloud/quickstart"}, {"content_hash": "1e29bcda42a96669a72f58b72ff64ca079f04bf62b6f7bc31626adf0cebb8023", "fetched_at": "2026-08-29T08:54:45.773209+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/connectors/overview"}, {"content_hash": "7ce616161c0c23f24a09359fc1e693eb9abd9a77054433e795eff5ef7f8994ad", "fetched_at": "2026-08-29T08:54:45.774727+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/smartmodules/quickstart"}, {"content_hash": "c1b7e93b7c698a4513d67c7ea8bf260c054989095319c187ea61f89896b2e10e", "fetched_at": "2026-08-29T08:54:45.776686+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/hub/overview"}, {"content_hash": "fd5656e08a5e7ec0b4245dbd0c97918b616accef30932413439c79dab1119999", "fetched_at": "2026-08-29T08:54:45.779084+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/apis/overview"}, {"content_hash": "91fd50ec65f9c7a38b93099cbc3a1391df50ea6c35e702eb2214f183b9fd43a3", "fetched_at": "2026-08-29T08:54:45.781378+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/faqs"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:13.641626+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:13.641626+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:59:34.708563+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f8188b967e615fd15940cb2be2122d76cac5d8bf30c2c5fd9c33449892b068df", "fetched_at": "2026-08-28T04:09:13.641626+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fluvio-community/fluvio"}, {"content_hash": "99a129b515aca43ebc3dba807a0625444a368286cdbe175402f743d86cbcee1d", "fetched_at": "2026-08-29T08:54:45.758893+00:00", "kind": "homepage", "missing": false, "url": "https://www.fluvio.io/"}, {"content_hash": "28d322276e8fbb3ad2e391c1fc1bc5cc46133e6336762fdd2c1a2f41cadeb876", "fetched_at": "2026-08-29T08:54:45.767787+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/quickstart"}, {"content_hash": "b1a3e200da363d4dd772bdbc8ccbccc388abecc2cbdf2ea3b8093f14caae9d8d", "fetched_at": "2026-08-29T08:54:45.769823+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/sdf/quickstart"}, {"content_hash": "1e00a11cadab8f161e38926b69d38d9ce102ac1f3cc0f38eeb5e12ece624cc9c", "fetched_at": "2026-08-29T08:54:45.771448+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/cloud/quickstart"}, {"content_hash": "1e29bcda42a96669a72f58b72ff64ca079f04bf62b6f7bc31626adf0cebb8023", "fetched_at": "2026-08-29T08:54:45.773209+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/connectors/overview"}, {"content_hash": "7ce616161c0c23f24a09359fc1e693eb9abd9a77054433e795eff5ef7f8994ad", "fetched_at": "2026-08-29T08:54:45.774727+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/smartmodules/quickstart"}, {"content_hash": "c1b7e93b7c698a4513d67c7ea8bf260c054989095319c187ea61f89896b2e10e", "fetched_at": "2026-08-29T08:54:45.776686+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/hub/overview"}, {"content_hash": "fd5656e08a5e7ec0b4245dbd0c97918b616accef30932413439c79dab1119999", "fetched_at": "2026-08-29T08:54:45.779084+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/apis/overview"}, {"content_hash": "91fd50ec65f9c7a38b93099cbc3a1391df50ea6c35e702eb2214f183b9fd43a3", "fetched_at": "2026-08-29T08:54:45.781378+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/faqs"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:13.641626+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:13.641626+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:13.641626+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:59:34.708563+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f8188b967e615fd15940cb2be2122d76cac5d8bf30c2c5fd9c33449892b068df", "fetched_at": "2026-08-28T04:09:13.641626+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fluvio-community/fluvio"}, {"content_hash": "99a129b515aca43ebc3dba807a0625444a368286cdbe175402f743d86cbcee1d", "fetched_at": "2026-08-29T08:54:45.758893+00:00", "kind": "homepage", "missing": false, "url": "https://www.fluvio.io/"}, {"content_hash": "28d322276e8fbb3ad2e391c1fc1bc5cc46133e6336762fdd2c1a2f41cadeb876", "fetched_at": "2026-08-29T08:54:45.767787+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/quickstart"}, {"content_hash": "b1a3e200da363d4dd772bdbc8ccbccc388abecc2cbdf2ea3b8093f14caae9d8d", "fetched_at": "2026-08-29T08:54:45.769823+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/sdf/quickstart"}, {"content_hash": "1e00a11cadab8f161e38926b69d38d9ce102ac1f3cc0f38eeb5e12ece624cc9c", "fetched_at": "2026-08-29T08:54:45.771448+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/cloud/quickstart"}, {"content_hash": "1e29bcda42a96669a72f58b72ff64ca079f04bf62b6f7bc31626adf0cebb8023", "fetched_at": "2026-08-29T08:54:45.773209+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/connectors/overview"}, {"content_hash": "7ce616161c0c23f24a09359fc1e693eb9abd9a77054433e795eff5ef7f8994ad", "fetched_at": "2026-08-29T08:54:45.774727+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/smartmodules/quickstart"}, {"content_hash": "c1b7e93b7c698a4513d67c7ea8bf260c054989095319c187ea61f89896b2e10e", "fetched_at": "2026-08-29T08:54:45.776686+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/hub/overview"}, {"content_hash": "fd5656e08a5e7ec0b4245dbd0c97918b616accef30932413439c79dab1119999", "fetched_at": "2026-08-29T08:54:45.779084+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/apis/overview"}, {"content_hash": "91fd50ec65f9c7a38b93099cbc3a1391df50ea6c35e702eb2214f183b9fd43a3", "fetched_at": "2026-08-29T08:54:45.781378+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/faqs"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:13.641626+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:13.641626+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:59:34.708563+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f8188b967e615fd15940cb2be2122d76cac5d8bf30c2c5fd9c33449892b068df", "fetched_at": "2026-08-28T04:09:13.641626+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fluvio-community/fluvio"}, {"content_hash": "99a129b515aca43ebc3dba807a0625444a368286cdbe175402f743d86cbcee1d", "fetched_at": "2026-08-29T08:54:45.758893+00:00", "kind": "homepage", "missing": false, "url": "https://www.fluvio.io/"}, {"content_hash": "28d322276e8fbb3ad2e391c1fc1bc5cc46133e6336762fdd2c1a2f41cadeb876", "fetched_at": "2026-08-29T08:54:45.767787+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/quickstart"}, {"content_hash": "b1a3e200da363d4dd772bdbc8ccbccc388abecc2cbdf2ea3b8093f14caae9d8d", "fetched_at": "2026-08-29T08:54:45.769823+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/sdf/quickstart"}, {"content_hash": "1e00a11cadab8f161e38926b69d38d9ce102ac1f3cc0f38eeb5e12ece624cc9c", "fetched_at": "2026-08-29T08:54:45.771448+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/cloud/quickstart"}, {"content_hash": "1e29bcda42a96669a72f58b72ff64ca079f04bf62b6f7bc31626adf0cebb8023", "fetched_at": "2026-08-29T08:54:45.773209+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/connectors/overview"}, {"content_hash": "7ce616161c0c23f24a09359fc1e693eb9abd9a77054433e795eff5ef7f8994ad", "fetched_at": "2026-08-29T08:54:45.774727+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/smartmodules/quickstart"}, {"content_hash": "c1b7e93b7c698a4513d67c7ea8bf260c054989095319c187ea61f89896b2e10e", "fetched_at": "2026-08-29T08:54:45.776686+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/hub/overview"}, {"content_hash": "fd5656e08a5e7ec0b4245dbd0c97918b616accef30932413439c79dab1119999", "fetched_at": "2026-08-29T08:54:45.779084+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/apis/overview"}, {"content_hash": "91fd50ec65f9c7a38b93099cbc3a1391df50ea6c35e702eb2214f183b9fd43a3", "fetched_at": "2026-08-29T08:54:45.781378+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/faqs"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:59:34.708563+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f8188b967e615fd15940cb2be2122d76cac5d8bf30c2c5fd9c33449892b068df", "fetched_at": "2026-08-28T04:09:13.641626+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fluvio-community/fluvio"}, {"content_hash": "99a129b515aca43ebc3dba807a0625444a368286cdbe175402f743d86cbcee1d", "fetched_at": "2026-08-29T08:54:45.758893+00:00", "kind": "homepage", "missing": false, "url": "https://www.fluvio.io/"}, {"content_hash": "28d322276e8fbb3ad2e391c1fc1bc5cc46133e6336762fdd2c1a2f41cadeb876", "fetched_at": "2026-08-29T08:54:45.767787+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/quickstart"}, {"content_hash": "b1a3e200da363d4dd772bdbc8ccbccc388abecc2cbdf2ea3b8093f14caae9d8d", "fetched_at": "2026-08-29T08:54:45.769823+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/sdf/quickstart"}, {"content_hash": "1e00a11cadab8f161e38926b69d38d9ce102ac1f3cc0f38eeb5e12ece624cc9c", "fetched_at": "2026-08-29T08:54:45.771448+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/cloud/quickstart"}, {"content_hash": "1e29bcda42a96669a72f58b72ff64ca079f04bf62b6f7bc31626adf0cebb8023", "fetched_at": "2026-08-29T08:54:45.773209+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/connectors/overview"}, {"content_hash": "7ce616161c0c23f24a09359fc1e693eb9abd9a77054433e795eff5ef7f8994ad", "fetched_at": "2026-08-29T08:54:45.774727+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/smartmodules/quickstart"}, {"content_hash": "c1b7e93b7c698a4513d67c7ea8bf260c054989095319c187ea61f89896b2e10e", "fetched_at": "2026-08-29T08:54:45.776686+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/hub/overview"}, {"content_hash": "fd5656e08a5e7ec0b4245dbd0c97918b616accef30932413439c79dab1119999", "fetched_at": "2026-08-29T08:54:45.779084+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/apis/overview"}, {"content_hash": "91fd50ec65f9c7a38b93099cbc3a1391df50ea6c35e702eb2214f183b9fd43a3", "fetched_at": "2026-08-29T08:54:45.781378+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/faqs"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:59:34.708563+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f8188b967e615fd15940cb2be2122d76cac5d8bf30c2c5fd9c33449892b068df", "fetched_at": "2026-08-28T04:09:13.641626+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fluvio-community/fluvio"}, {"content_hash": "99a129b515aca43ebc3dba807a0625444a368286cdbe175402f743d86cbcee1d", "fetched_at": "2026-08-29T08:54:45.758893+00:00", "kind": "homepage", "missing": false, "url": "https://www.fluvio.io/"}, {"content_hash": "28d322276e8fbb3ad2e391c1fc1bc5cc46133e6336762fdd2c1a2f41cadeb876", "fetched_at": "2026-08-29T08:54:45.767787+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/quickstart"}, {"content_hash": "b1a3e200da363d4dd772bdbc8ccbccc388abecc2cbdf2ea3b8093f14caae9d8d", "fetched_at": "2026-08-29T08:54:45.769823+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/sdf/quickstart"}, {"content_hash": "1e00a11cadab8f161e38926b69d38d9ce102ac1f3cc0f38eeb5e12ece624cc9c", "fetched_at": "2026-08-29T08:54:45.771448+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/cloud/quickstart"}, {"content_hash": "1e29bcda42a96669a72f58b72ff64ca079f04bf62b6f7bc31626adf0cebb8023", "fetched_at": "2026-08-29T08:54:45.773209+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/connectors/overview"}, {"content_hash": "7ce616161c0c23f24a09359fc1e693eb9abd9a77054433e795eff5ef7f8994ad", "fetched_at": "2026-08-29T08:54:45.774727+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/smartmodules/quickstart"}, {"content_hash": "c1b7e93b7c698a4513d67c7ea8bf260c054989095319c187ea61f89896b2e10e", "fetched_at": "2026-08-29T08:54:45.776686+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/hub/overview"}, {"content_hash": "fd5656e08a5e7ec0b4245dbd0c97918b616accef30932413439c79dab1119999", "fetched_at": "2026-08-29T08:54:45.779084+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/apis/overview"}, {"content_hash": "91fd50ec65f9c7a38b93099cbc3a1391df50ea6c35e702eb2214f183b9fd43a3", "fetched_at": "2026-08-29T08:54:45.781378+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/faqs"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:59:34.708563+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f8188b967e615fd15940cb2be2122d76cac5d8bf30c2c5fd9c33449892b068df", "fetched_at": "2026-08-28T04:09:13.641626+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fluvio-community/fluvio"}, {"content_hash": "99a129b515aca43ebc3dba807a0625444a368286cdbe175402f743d86cbcee1d", "fetched_at": "2026-08-29T08:54:45.758893+00:00", "kind": "homepage", "missing": false, "url": "https://www.fluvio.io/"}, {"content_hash": "28d322276e8fbb3ad2e391c1fc1bc5cc46133e6336762fdd2c1a2f41cadeb876", "fetched_at": "2026-08-29T08:54:45.767787+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/quickstart"}, {"content_hash": "b1a3e200da363d4dd772bdbc8ccbccc388abecc2cbdf2ea3b8093f14caae9d8d", "fetched_at": "2026-08-29T08:54:45.769823+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/sdf/quickstart"}, {"content_hash": "1e00a11cadab8f161e38926b69d38d9ce102ac1f3cc0f38eeb5e12ece624cc9c", "fetched_at": "2026-08-29T08:54:45.771448+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/cloud/quickstart"}, {"content_hash": "1e29bcda42a96669a72f58b72ff64ca079f04bf62b6f7bc31626adf0cebb8023", "fetched_at": "2026-08-29T08:54:45.773209+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/connectors/overview"}, {"content_hash": "7ce616161c0c23f24a09359fc1e693eb9abd9a77054433e795eff5ef7f8994ad", "fetched_at": "2026-08-29T08:54:45.774727+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/smartmodules/quickstart"}, {"content_hash": "c1b7e93b7c698a4513d67c7ea8bf260c054989095319c187ea61f89896b2e10e", "fetched_at": "2026-08-29T08:54:45.776686+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/hub/overview"}, {"content_hash": "fd5656e08a5e7ec0b4245dbd0c97918b616accef30932413439c79dab1119999", "fetched_at": "2026-08-29T08:54:45.779084+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/docs/fluvio/apis/overview"}, {"content_hash": "91fd50ec65f9c7a38b93099cbc3a1391df50ea6c35e702eb2214f183b9fd43a3", "fetched_at": "2026-08-29T08:54:45.781378+00:00", "kind": "site_page", "missing": false, "url": "https://www.fluvio.io/faqs"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 40}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2560, "days_push": 8, "days_rel": 425, "gap_med": 20.5, "n_releases_24m": 17}, "score": 79, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}