--- title: "airflow vs fleet" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/apache-airflow-vs-fleetdm-fleet" tools: ["apache-airflow", "fleetdm-fleet"] --- # airflow vs fleet *GraphCanon updated Jul 15, 2026* ## Verdict Pick airflow when airflow is primarily Python; fleet is Go; pick fleet when fleet is primarily Go; airflow is Python. [airflow](https://airflow.apache.org/) reports 46k GitHub stars, 17k forks, and 1.7k open issues, last pushed Jul 15, 2026. [fleet](https://fleetdm.com) has 6.6k stars, 933 forks, and 3.2k open issues, last pushed Jul 15, 2026. Figures are from public GitHub metadata via [airflow's repository](https://github.com/apache/airflow) and [fleet's repository](https://github.com/fleetdm/fleet). | | [airflow](/tools/apache-airflow.md) | [fleet](/tools/fleetdm-fleet.md) | | --- | --- | --- | | Tagline | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | Open device management | | Stars | 46,124 | 6,584 | | Forks | 17,387 | 933 | | Open issues | 1,728 | 3,249 | | Language | Python | Go | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Other | | Categories | AI Agents, Computer Vision, Data & Retrieval | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [airflow](/tools/apache-airflow.md) | [fleet](/tools/fleetdm-fleet.md) | | --- | --- | --- | | Open issues (now) | 1.7k | 3.2k | | Full report | [trust report](/tools/apache-airflow/trust.md) | [trust report](/tools/fleetdm-fleet/trust.md) | ## Choose when ### Choose airflow if… - airflow is primarily Python; fleet is Go. - License: airflow is Apache-2.0, fleet is Other. - Tags unique to airflow: airflow, apache, apache-airflow, automation. - Also covers Computer Vision, Data & Retrieval. ### Choose fleet if… - fleet is primarily Go; airflow is Python. - License: fleet is Other, airflow is Apache-2.0. - Tags unique to fleet: binary-authorization, configuration-management, device-management, gitops. ## When NOT to use airflow - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ## When NOT to use fleet - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. ## Common questions ### What is the difference between airflow and fleet? airflow: Apache Airflow - A platform to programmatically author, schedule, and monitor workflows. fleet: Open device management. See the comparison table for live GitHub stats and shared categories. ### When should I choose airflow over fleet? Choose airflow over fleet when airflow is primarily Python; fleet is Go; License: airflow is Apache-2.0, fleet is Other; Tags unique to airflow: airflow, apache, apache-airflow, automation; Also covers Computer Vision, Data & Retrieval. ### When should I choose fleet over airflow? Choose fleet over airflow when fleet is primarily Go; airflow is Python; License: fleet is Other, airflow is Apache-2.0; Tags unique to fleet: binary-authorization, configuration-management, device-management, gitops. ### When should I avoid airflow? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ### When should I avoid fleet? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. ### Is airflow or fleet more popular on GitHub? airflow has more GitHub stars (46,124 vs 6,584). Stars measure visibility, not whether either tool fits your constraints. ### Are airflow and fleet open source? Yes - both are open-source projects on GitHub (airflow: Apache-2.0, fleet: Other). ### Where can I find alternatives to airflow or fleet? GraphCanon lists graph-backed alternatives at [airflow alternatives](/tools/apache-airflow/alternatives) and [fleet alternatives](/tools/fleetdm-fleet/alternatives) ([airflow markdown twin](/tools/apache-airflow/alternatives.md), [fleet markdown twin](/tools/fleetdm-fleet/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/apache-airflow-vs-fleetdm-fleet.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, airflow or fleet? airflow: Very active. fleet: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for airflow and fleet? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [airflow trust report](/tools/apache-airflow/trust); [fleet trust report](/tools/fleetdm-fleet/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=apache-airflow`](/api/graphcanon/graph?tool=apache-airflow) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_