Hatchet
Hatchet takes durable tasks serverless, with handlers for Cloudflare Workers, Vercel and Node.
Comparison · Infra & APIs
Apache Airflow vs Greenbone Vulnerability Manager
A side-by-side editorial comparison of Apache Airflow and Greenbone Vulnerability Manager — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Airflow vs Greenbone Vulnerability Manager: at a glance
| Feature | Apache Airflow | Greenbone Vulnerability Manager |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 5.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | workflow-orchestration, data-engineering, providers, release-candidate | vulnerability-management, web-security, zap, openvas |
| Last editorial update | 21h ago | 1mo ago |
| Website | Visit → | Visit → |
What is Apache Airflow?
Airflow 3.4 reaches its first release candidate, a week after the 10-20 provider wave.
Airflow published constraints for 3.4.0rc1 on Oct 28, which means core 3.4 has moved from beta to release candidate. The surrounding activity is the 2026-10-20 provider batch (Snowflake 6.20, SMTP 3.2, OpenSearch 1.15, OpenAI 2.2, Standard 1.21 and others), all published without release notes, plus a TypeScript SDK 1.0.0-beta1.
What is Greenbone Vulnerability Manager?
Greenbone GVM adds web application VT scanning and async report export scheduling
Greenbone Vulnerability Manager (gvmd) has shipped four feature releases in roughly six weeks, centering on two themes: web application vulnerability scanning (ZAP VTs loaded into the database as a new 'Web Application VT' subtype) and report export infrastructure (async scheduling, polling, GMP command support). The integration of OWASP ZAP vulnerability tests into GVM's VT database is the most directional change — it extends GVM's scanning coverage beyond network and host vulnerabilities into web application-layer findings.
Apache Airflow vs Greenbone Vulnerability Manager: editorial side-by-side
Apache Airflow
5.0INFRA · APIS
Airflow 3.4 reaches its first release candidate, a week after the 10-20 provider wave.
◆ Current state
Airflow published constraints for 3.4.0rc1 on Oct 28, which means core 3.4 has moved from beta to release candidate. The surrounding activity is the 2026-10-20 provider batch (Snowflake 6.20, SMTP 3.2, OpenSearch 1.15, OpenAI 2.2, Standard 1.21 and others), all published without release notes, plus a TypeScript SDK 1.0.0-beta1.
◆ Where it's heading
Core 3.4 is following the usual beta-to-RC path while providers ship on their own batch schedule. The TypeScript SDK beta and the common-ai provider suggest Airflow is widening who can author tasks, though the feed shows tags rather than feature notes.
◆ Prediction
Expect further 3.4.0 release candidates and then a 3.4.0 final within a few weeks; the entries don't show which features anchor it.
Greenbone Vulnerability Manager
5.0INFRA · APIS
Greenbone GVM adds web application VT scanning and async report export scheduling
◆ Current state
Greenbone Vulnerability Manager (gvmd) has shipped four feature releases in roughly six weeks, centering on two themes: web application vulnerability scanning (ZAP VTs loaded into the database as a new 'Web Application VT' subtype) and report export infrastructure (async scheduling, polling, GMP command support). The integration of OWASP ZAP vulnerability tests into GVM's VT database is the most directional change — it extends GVM's scanning coverage beyond network and host vulnerabilities into web application-layer findings.
◆ Where it's heading
GVM is building toward a more comprehensive vulnerability management platform that covers web applications alongside traditional network targets. The ZAP VT integration (v26.35.0) and the dedicated web_application_vt GMP subtype suggest this is a strategic integration rather than a one-off import. Report export scheduling (v26.37.0–26.38.0) addresses a real operational need for teams that need to push findings to external systems on a schedule rather than on-demand. Agent application severities and OCI image target improvements show the platform expanding into container and agentic workload scanning.
◆ Prediction
The ZAP VT subtype will gain dedicated reporting and filtering capabilities in the next few releases, since the data model is now in place but the UI and workflow support will need to catch up. OCI image scanning is likely to get more depth given the ongoing container target improvements.
Alternatives to Apache Airflow and Greenbone Vulnerability Manager
Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Apache Airflow or Greenbone Vulnerability Manager.
NetBird
NetBird's second v0.82 candidate keeps the MySQL removal and deprecates Rosenpass.
GitHub
At Universe, GitHub folds Copilot into Enterprise seats and lets Copilot Fusion pick the model.
incident.io
incident.io's agent now runs your team's own tools, with a human approval before any change.
Redocly
Redocly's reunite.agent gets per-duty cron schedules, rules and source repos.
Jackett
Jackett ships a daily build to keep hundreds of torrent indexers working as sites move and close.
See all Apache Airflow alternatives → · See all Greenbone Vulnerability Manager alternatives →
Recent activity from Apache Airflow and Greenbone Vulnerability Manager
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoApache AirflowConstraints for Airflow 3.4.0rc1 (first 3.4 release candidate)
- 4d agoApache AirflowKeycloak provider 0.11.2 patch
- 4d agoApache AirflowOpenSearch provider 1.15.0
- 4d agoApache AirflowSMTP provider 3.2.0
- 4d agoApache AirflowHashiCorp provider 4.8.4 patch
- 4d agoApache AirflowSnowflake provider 6.20.0
- 1mo agoGreenbone Vulnerability Managergvmd 26.38.0
- 1mo agoGreenbone Vulnerability Managergvmd 26.37.1
- 2mo agoGreenbone Vulnerability Managergvmd 26.37.0
- 2mo agoGreenbone Vulnerability Managergvmd 26.36.1
- 2mo agoGreenbone Vulnerability Managergvmd 26.36.0
- 3mo agoGreenbone Vulnerability ManagerGreenbone GVM 26.35: OWASP ZAP Web Application VTs Added to Scanner ⚡
Frequently asked questions
What is the difference between Apache Airflow and Greenbone Vulnerability Manager?
They serve adjacent needs but don't currently overlap on shipped themes. Apache Airflow and Greenbone Vulnerability Manager are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Apache Airflow better than Greenbone Vulnerability Manager?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Airflow and Greenbone Vulnerability Manager are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Apache Airflow?
Top Apache Airflow alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Apache Airflow alternatives" section above for the current picks, or visit /alternatives/apache-airflow for the full list with editorial commentary on each.
What are the best alternatives to Greenbone Vulnerability Manager?
Top Greenbone Vulnerability Manager alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Greenbone Vulnerability Manager alternatives" section above for the current picks, or visit /alternatives/greenbone-gvmd for the full list with editorial commentary on each.