Hatchet
Hatchet takes durable tasks serverless, with handlers for Cloudflare Workers, Vercel and Node.
Comparison · Infra & APIs
Apache Airflow vs Dokploy
A side-by-side editorial comparison of Apache Airflow and Dokploy — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Airflow vs Dokploy: at a glance
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 Dokploy?
A self-hosted PaaS spending its releases on secrets, injection fixes and plan limits.
Dokploy cuts patch releases every one to two weeks, and the recent stream is dominated by hardening rather than features. v0.29.12 added AES-256-GCM encryption for environment variables at rest and made backups carry the full keyring; v0.29.13 closed an OS command injection in git clone across all providers. The newest tag says outright that it is bug fixes only. Alongside that, plan limits landed in v0.29.10.
Apache Airflow vs Dokploy: 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.
Dokploy
6.3INFRA · APIS
A self-hosted PaaS spending its releases on secrets, injection fixes and plan limits.
◆ Current state
Dokploy cuts patch releases every one to two weeks, and the recent stream is dominated by hardening rather than features. v0.29.12 added AES-256-GCM encryption for environment variables at rest and made backups carry the full keyring; v0.29.13 closed an OS command injection in git clone across all providers. The newest tag says outright that it is bug fixes only. Alongside that, plan limits landed in v0.29.10.
◆ Where it's heading
The direction is a self-hosted platform trying to earn production trust: encrypted secrets, injection fixes, a pinned install script tied to each release, and Postgres query rewrites to stop hitting the 100-argument limit on rollbacks, schedules and backups. Plan limits point the other way — toward a commercial tier layered on the open-source core. Both arcs suggest the project is past feature-chasing and into making the platform defensible.
◆ Prediction
Expect the hardening thread to continue into the rest of the 0.29 line, with the plan-limits work being the seed of a paid tier that gets more definition before a 0.30 release.
Alternatives to Apache Airflow and Dokploy
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 Dokploy.
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 Dokploy alternatives →
Recent activity from Apache Airflow and Dokploy
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
- 2mo agoDokployv0.29.14: fixes only, including Postgres argument-limit rewrites
- 3mo agoDokployv0.29.13 closes an OS command injection in git clone
- 3mo agoDokployv0.29.12 encrypts environment variables at rest with AES-256-GCM ⚡
- 3mo agoDokployv0.29.11 pins the install script to each release
- 3mo agoDokployv0.29.10 introduces plan limits
Frequently asked questions
What is the difference between Apache Airflow and Dokploy?
They serve adjacent needs but don't currently overlap on shipped themes. Dokploy is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 editorial sparks in the last 30 days against 0. 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 Dokploy?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dokploy is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 editorial sparks in the last 30 days against 0. 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 Dokploy?
Top Dokploy alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Dokploy alternatives" section above for the current picks, or visit /alternatives/dokploy for the full list with editorial commentary on each.