Apache Airflow
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Comparison · Infra & APIs
CircleCI vs Apache DolphinScheduler
A side-by-side editorial comparison of CircleCI and Apache DolphinScheduler — release velocity, themes, recent moves, and the top alternatives to consider.
CircleCI vs Apache DolphinScheduler: at a glance
What is CircleCI?
CircleCI Server 4.10.2 and 4.9.7 carry the eMudhra distrust to self-hosted installs.
CircleCI spent late October on two surfaces. In the cloud product, GitHub check runs now explain on-hold jobs and re-runs run as the person who clicked, and CLI 1.11 can script Slack notifications. On Oct 28, Server 4.10.2 and 4.9.7 stopped trusting the compromised eMudhra intermediates and fixed Details links, proxy-related 500s and a tracing crash loop. Vault is deprecated and will be unsupported in Server 5.0, with a script to migrate to Tink.
What is Apache DolphinScheduler?
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.
CircleCI vs Apache DolphinScheduler: editorial side-by-side
CircleCI
7.5INFRA · APIS
CircleCI Server 4.10.2 and 4.9.7 carry the eMudhra distrust to self-hosted installs.
◆ Current state
CircleCI spent late October on two surfaces. In the cloud product, GitHub check runs now explain on-hold jobs and re-runs run as the person who clicked, and CLI 1.11 can script Slack notifications. On Oct 28, Server 4.10.2 and 4.9.7 stopped trusting the compromised eMudhra intermediates and fixed Details links, proxy-related 500s and a tracing crash loop. Vault is deprecated and will be unsupported in Server 5.0, with a script to migrate to Tink.
◆ Where it's heading
The platform keeps pulling identity and permission checks onto the real actor: scoped tokens, V3 OIDC claims and re-run attribution. The self-hosted line follows with its own permission and link repairs. Server 5.0 is taking shape as a breaking release, at least for secret storage.
◆ Prediction
Expect more Server 4.x patches ahead of 5.0, with Tink migration guidance repeated until Vault support ends.
Apache DolphinScheduler
2.5INFRA · APIS
Apache DolphinScheduler adds missed fire policy and AWS EMR Serverless integration in its 3.4.x patch series.
◆ Current state
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.
◆ Where it's heading
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.
◆ Prediction
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.
Alternatives to CircleCI and Apache DolphinScheduler
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 CircleCI or Apache DolphinScheduler.
Sonarr
Sonarr 5.0 swaps its interactive search table for cards and trims what counts as advanced.
Redocly
Redocly finishes the Reunite config rename and points its agent at support desks.
Hatchet
Hatchet brings durable streams to Python, Ruby and Go, and takes round trips out of dispatch.
Duplicati
Duplicati 2.4.1 stable brings delta backups for Microsoft 365 and scheduled restore tests.
Jackett
Jackett ships a daily build to keep hundreds of torrent indexers working as sites move and close.
See all CircleCI alternatives → · See all Apache DolphinScheduler alternatives →
Recent activity from CircleCI and Apache DolphinScheduler
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoCircleCIServer 4.10.2 distrusts eMudhra CAs, fixes context permissions
- 3d agoCircleCIServer 4.9.7 distrusts eMudhra CAs, fixes tracing crash loop
- 8d agoCircleCIGitHub check re-runs now run as the user who clicked Re-run
- 8d agoCircleCIImproved GitHub check-run summaries for on-hold workflows
- 9d agoCircleCIXcode 27.2 RC 1 Available
- 9d agoCircleCIManage a project’s Slack notifications from the CLI
- 1mo agoApache DolphinSchedulerRelease 3.4.3
- 5mo agoApache DolphinSchedulerRelease 3.4.2
- 7mo agoApache DolphinSchedulerRelease 3.4.1
- 1y agoApache DolphinScheduler3.3.0 alpha: connection center for Zeppelin, SageMaker, and K8s
Frequently asked questions
What is the difference between CircleCI and Apache DolphinScheduler?
They serve adjacent needs but don't currently overlap on shipped themes. CircleCI is currently shipping more aggressively (velocity 7.5 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.
Is CircleCI better than Apache DolphinScheduler?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. CircleCI is currently shipping more aggressively (velocity 7.5 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.
What are the best alternatives to CircleCI?
Top CircleCI alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "CircleCI alternatives" section above for the current picks, or visit /alternatives/circleci for the full list with editorial commentary on each.
What are the best alternatives to Apache DolphinScheduler?
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.