Apache Airflow
Airflow 3.4 moves to a second release candidate three days after the first.
A side-by-side editorial comparison of Apache DolphinScheduler and Redocly — release velocity, themes, recent moves, and the top alternatives to consider.
Apache DolphinScheduler adds missed fire policy and AWS EMR Serverless integration in its 3.4.x patch series.
DolphinScheduler 3.4.x is a mature data workflow scheduler on a quarterly patch cadence. Recent releases address real operational gaps: schedule missed fire policy handling (what happens when a job doesn't fire at its scheduled time), Amazon EMR Serverless as a new task plugin, configurable maximum runtime for workflow and task instances, and complement data dependency support. Security hygiene also landed — HTTP TRACE disabled, plaintext passwords removed from worker logs.
Redocly finishes the Reunite config rename and points its agent at support desks.
Redocly is shipping daily. Platform v2026-10-31.1 makes the `platform` option and `access.rbac.platform` scope usable in `redocly.yaml`, following @redocly/config 0.70.0, which deprecated `reunite` and added `platform.agent.supportDesks`. Projects still using `reunite` keep working. Other recent releases passed tool calls to the AI assistant's search callback, fixed a sign-in path that could bypass an organization's SSO requirement, and improved Platform page load times.
DolphinScheduler 3.4.x is a mature data workflow scheduler on a quarterly patch cadence. Recent releases address real operational gaps: schedule missed fire policy handling (what happens when a job doesn't fire at its scheduled time), Amazon EMR Serverless as a new task plugin, configurable maximum runtime for workflow and task instances, and complement data dependency support. Security hygiene also landed — HTTP TRACE disabled, plaintext passwords removed from worker logs.
The 3.4.x series is consolidating scheduler reliability (missed fire, dispatch timeout for missing worker groups, configurable max runtime) while expanding cloud integrations (AWS EMR Serverless, with prior support for SageMaker and Kubernetes from the 3.3.0 connection center work). The pattern is incremental operational hardening rather than architectural change. The 3.3.0-alpha connection center abstraction (Zeppelin, SageMaker, K8s) is the most notable structural addition in the visible history.
Additional AWS or cloud provider task plugins are the most likely near-term additions given the EMR Serverless landing. Scheduler reliability work will continue as the missed fire policy and timeout logic get extended to more edge cases.
Redocly is shipping daily. Platform v2026-10-31.1 makes the `platform` option and `access.rbac.platform` scope usable in `redocly.yaml`, following @redocly/config 0.70.0, which deprecated `reunite` and added `platform.agent.supportDesks`. Projects still using `reunite` keep working. Other recent releases passed tool calls to the AI assistant's search callback, fixed a sign-in path that could bypass an organization's SSO requirement, and improved Platform page load times.
Reunite is being folded into a single Platform identity, and the rename has moved from schema to the editor's configuration form. The agent is widening from feedback and discovery duties toward support desks, which would connect docs work to customer tickets. Enterprise fixes around SSO, seats and permissions continue alongside.
Expect a support-desk agent duty built on the new option, and an eventual removal date for `reunite`. The entries do not yet name the supported providers or a removal date.
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 DolphinScheduler or Redocly.
Airflow 3.4 moves to a second release candidate three days after the first.
Sonarr 5.0 swaps its interactive search table for cards and trims what counts as advanced.
Hatchet brings durable streams to Python, Ruby and Go, and takes round trips out of dispatch.
Duplicati 2.4.1 stable brings delta backups for Microsoft 365 and scheduled restore tests.
Jackett ships a daily build to keep hundreds of torrent indexers working as sites move and close.
Tolgee ships four patch releases in a day, mostly security bumps and branching fixes.
See all Apache DolphinScheduler alternatives → · See all Redocly alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Redocly is currently shipping more aggressively (velocity 6.3 vs 2.5), 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Redocly is currently shipping more aggressively (velocity 6.3 vs 2.5), 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.
Top Apache DolphinScheduler alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Apache DolphinScheduler alternatives" section above for the current picks, or visit /alternatives/dolphinscheduler for the full list with editorial commentary on each.
Top Redocly alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Redocly alternatives" section above for the current picks, or visit /alternatives/redocly for the full list with editorial commentary on each.