--- title: "airflow vs reaper" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/apache-airflow-vs-ghostsecurity-reaper" tools: ["apache-airflow", "ghostsecurity-reaper"] --- # airflow vs reaper *GraphCanon updated Jul 15, 2026* ## Verdict Pick airflow when airflow is primarily Python; reaper is Go; pick reaper when reaper 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. [reaper](https://ghostsecurity.ai/tools/reaper) has 878 stars, 92 forks, and 0 open issues, last pushed Mar 24, 2026. Figures are from public GitHub metadata via [airflow's repository](https://github.com/apache/airflow) and [reaper's repository](https://github.com/ghostsecurity/reaper). | | [airflow](/tools/apache-airflow.md) | [reaper](/tools/ghostsecurity-reaper.md) | | --- | --- | --- | | Tagline | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | Live validation proxy tool for testing web app vulnerabilities | | Stars | 46,124 | 878 | | Forks | 17,387 | 92 | | Open issues | 1,728 | 0 | | Language | Python | Go | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 | | 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) | [reaper](/tools/ghostsecurity-reaper.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 112d | | Open issues (now) | 1.7k | 0 | | Full report | [trust report](/tools/apache-airflow/trust.md) | [trust report](/tools/ghostsecurity-reaper/trust.md) | ## Choose when ### Choose airflow if… - airflow is primarily Python; reaper is Go. - Tags unique to airflow: airflow, apache, apache-airflow, dag. - Also covers Computer Vision, Data & Retrieval. - airflow ships Docker support for self-hosted deployment. ### Choose reaper if… - reaper is primarily Go; airflow is Python. - Tags unique to reaper: agentic, ai, appsec, go. - Leaner open-issue backlog (0). ## 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 reaper - Last GitHub push was 112 days ago (slowing maintenance, Mar 24, 2026). Validate activity before betting a new project on reaper. - 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 reaper? airflow: Apache Airflow - A platform to programmatically author, schedule, and monitor workflows. reaper: Live validation proxy tool for testing web app vulnerabilities. See the comparison table for live GitHub stats and shared categories. ### When should I choose airflow over reaper? Choose airflow over reaper when airflow is primarily Python; reaper is Go; Tags unique to airflow: airflow, apache, apache-airflow, dag; Also covers Computer Vision, Data & Retrieval; airflow ships Docker support for self-hosted deployment. ### When should I choose reaper over airflow? Choose reaper over airflow when reaper is primarily Go; airflow is Python; Tags unique to reaper: agentic, ai, appsec, go; Leaner open-issue backlog (0). ### 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 reaper? Last GitHub push was 112 days ago (slowing maintenance, Mar 24, 2026). Validate activity before betting a new project on reaper. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. ### Is airflow or reaper more popular on GitHub? airflow has more GitHub stars (46,124 vs 878). Stars measure visibility, not whether either tool fits your constraints. ### Are airflow and reaper open source? Yes - both are open-source projects on GitHub (airflow: Apache-2.0, reaper: Apache-2.0). ### Where can I find alternatives to airflow or reaper? GraphCanon lists graph-backed alternatives at [airflow alternatives](/tools/apache-airflow/alternatives) and [reaper alternatives](/tools/ghostsecurity-reaper/alternatives) ([airflow markdown twin](/tools/apache-airflow/alternatives.md), [reaper markdown twin](/tools/ghostsecurity-reaper/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-ghostsecurity-reaper.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, airflow or reaper? airflow: Very active. reaper: Slowing. 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 reaper? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [airflow trust report](/tools/apache-airflow/trust); [reaper trust report](/tools/ghostsecurity-reaper/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/_