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Security and governance controls catch up to the Copilot build-out
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Apache DolphinScheduler alternatives
The best Apache DolphinScheduler alternatives in developer tools, ranked by Sparkpulse's velocity_score.
Updated Aug 20, 2026
Looking for the best alternatives to Apache DolphinScheduler? Sparkpulse tracks and ranks 12 alternatives in developer tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Apache DolphinScheduler shipped 0 meaningful updates in the last 30 days and carries a velocity score of 0.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Apache DolphinScheduler
A slow, deliberate release train that keeps widening its cloud-task surface
DolphinScheduler ships on a multi-month cadence, with 3.4.2 (June 2026) and 3.4.1 (March 2026) as the recent stable points. The work is split between DSIP design proposals, new task plugins, and operator-facing hardening. Nothing in the window suggests a rewrite; this is a mature orchestrator accreting integrations.
Velocity 0.0 · Last update 17d ago
Top 12 alternatives to Apache DolphinScheduler
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
INFRA · APIS
Buildkite keeps converting hand-rolled agent workarounds into first-class CI primitives.
INFRA · APIS
Cursor's agents stop waiting to be asked - they subscribe, and they hold a goal until it's done.
INFRA · APIS
Canvas agents gain memory, and onboarding moves into the editor
INFRA · APIS
authentik 2026.8 ships: Actors, domain-joined Agents, and a push past browser-mediated SSO
INFRA · APIS
Nexus does the diagnosis; the agent is now reaching into the status page too.
INFRA · APIS
Warp turned its quarter of software-factory essays into infrastructure you can buy.
INFRA · APIS
Search without knowing the field — SigNoz keeps lowering the cost of not knowing your schema
INFRA · APIS
Daily tags chasing tracker domain moves, login changes and freeleech detection
INFRA · APIS
Skipper trims a 4x memory regression out of routesrv, days after shipping h2c
INFRA · APIS
CloudStack ships two LTS branches in lockstep and publishes nothing but pointers
INFRA · APIS
Kinsta is moving MyKinsta's controls into its API, one surface per month
Apache DolphinScheduler vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Apache DolphinScheduler (baseline) | 0.0 | 0 | workflow-orchestrationtask-pluginscloud-compute | Connection center centralizes credentials across task plugins |
| GitHub | 10.0 | 0 | copilotenterprise-governancecode-scanning | — |
| Buildkite | 8.8 | 0 | ci-cddeveloper-toolsmcp | — |
| Cursor | 8.8 | 3 | ai-agentsautonomous-agentsevent-driven | Cloud agents subscribe to events and hold goals on their own |
| Honeycomb | 7.5 | 2 | observabilitycanvas-agentsanomaly-detection | Anomaly Detection: Now in Beta |
| authentik | 6.3 | 1 | identity-providerenterprise-agentsendpoint-identity | authentik 2026.8 goes GA with Actors and domain-joined Agents |
| incident.io | 6.3 | 1 | incident-responsenexus-agenton-call | Investigations now available, powered by Nexus |
| Warp | 6.3 | 1 | software-factoryagent-infrastructurecli-agent | Introducing the Warp Agent CLI: a CLI coding agent that does what others can't |
| SigNoz | 6.3 | 1 | opentelemetryagent-nativelog-search | A Revamped Dashboard Experience for Humans and Agents |
| Jackett | 5.0 | 0 | indexerstorrent-searchmaintenance | — |
| Skipper | 5.0 | 0 | reverse-proxykubernetesmemory-footprint | — |
| Apache CloudStack | 5.0 | 0 | iaaslts-branchesmaintenance-releases | — |
| Kinsta | 5.0 | 0 | managed-wordpresshosting-apibot-protection | — |
The 12 best Apache DolphinScheduler alternatives, in depth
1. GitHub · velocity 10.0
Security and governance controls catch up to the Copilot build-out.
Its velocity score of 10.0/10 reflects longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, GitHub focuses on copilot, enterprise governance and code scanning.
GitHub and Apache DolphinScheduler have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full GitHub trajectory → · Compare Apache DolphinScheduler vs GitHub →
2. Buildkite · velocity 8.8
Buildkite keeps converting hand-rolled agent workarounds into first-class CI primitives.
Its velocity score of 8.8/10 reflects longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Buildkite focuses on ci cd, developer tools and mcp.
Buildkite and Apache DolphinScheduler have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Buildkite trajectory → · Compare Apache DolphinScheduler vs Buildkite →
3. Cursor · velocity 8.8
Cursor's agents stop waiting to be asked - they subscribe, and they hold a goal until it's done.
Over the last 30 days Cursor shipped 3 meaningful updates vs Apache DolphinScheduler's 0, most recently “Cloud agents subscribe to events and hold goals on their own”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Cursor focuses on ai agents, autonomous agents and event driven.
Over the last 30 days Cursor has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full Cursor trajectory → · Compare Apache DolphinScheduler vs Cursor →
4. Honeycomb · velocity 7.5
Canvas agents gain memory, and onboarding moves into the editor.
Over the last 30 days Honeycomb shipped 2 meaningful updates vs Apache DolphinScheduler's 0, most recently “Anomaly Detection: Now in Beta”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Honeycomb focuses on observability, canvas agents and anomaly detection.
Over the last 30 days Honeycomb has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full Honeycomb trajectory → · Compare Apache DolphinScheduler vs Honeycomb →
5. authentik · velocity 6.3
Authentik 2026.8 ships: Actors, domain-joined Agents, and a push past browser-mediated SSO.
Over the last 30 days authentik shipped 1 meaningful update vs Apache DolphinScheduler's 0, most recently “authentik 2026.8 goes GA with Actors and domain-joined Agents”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, authentik focuses on identity provider, enterprise agents and endpoint identity.
Over the last 30 days authentik has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full authentik trajectory → · Compare Apache DolphinScheduler vs authentik →
6. incident.io · velocity 6.3
Nexus does the diagnosis; the agent is now reaching into the status page too.
Over the last 30 days incident.io shipped 1 meaningful update vs Apache DolphinScheduler's 0, most recently “Investigations now available, powered by Nexus”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, incident.io focuses on incident response, nexus agent and on call.
Over the last 30 days incident.io has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full incident.io trajectory → · Compare Apache DolphinScheduler vs incident.io →
7. Warp · velocity 6.3
Warp turned its quarter of software-factory essays into infrastructure you can buy.
Over the last 30 days Warp shipped 1 meaningful update vs Apache DolphinScheduler's 0, most recently “Introducing the Warp Agent CLI: a CLI coding agent that does what others can't”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Warp focuses on software factory, agent infrastructure and cli agent.
Over the last 30 days Warp has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full Warp trajectory → · Compare Apache DolphinScheduler vs Warp →
8. SigNoz · velocity 6.3
Search without knowing the field — SigNoz keeps lowering the cost of not knowing your schema.
Over the last 30 days SigNoz shipped 1 meaningful update vs Apache DolphinScheduler's 0, most recently “A Revamped Dashboard Experience for Humans and Agents”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, SigNoz focuses on opentelemetry, agent native and log search.
Over the last 30 days SigNoz has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full SigNoz trajectory → · Compare Apache DolphinScheduler vs SigNoz →
9. Jackett · velocity 5.0
Daily tags chasing tracker domain moves, login changes and freeleech detection.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Jackett focuses on indexers, torrent search and maintenance.
Jackett and Apache DolphinScheduler have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Jackett trajectory → · Compare Apache DolphinScheduler vs Jackett →
10. Skipper · velocity 5.0
Skipper trims a 4x memory regression out of routesrv, days after shipping h2c.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Skipper focuses on reverse proxy, kubernetes and memory footprint.
Skipper and Apache DolphinScheduler have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Skipper trajectory → · Compare Apache DolphinScheduler vs Skipper →
11. Apache CloudStack · velocity 5.0
CloudStack ships two LTS branches in lockstep and publishes nothing but pointers.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Apache CloudStack focuses on iaas, lts branches and maintenance releases.
Apache CloudStack and Apache DolphinScheduler have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Apache CloudStack trajectory → · Compare Apache DolphinScheduler vs Apache CloudStack →
12. Kinsta · velocity 5.0
Kinsta is moving MyKinsta's controls into its API, one surface per month.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Kinsta focuses on managed wordpress, hosting api and bot protection.
Kinsta and Apache DolphinScheduler have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Kinsta trajectory → · Compare Apache DolphinScheduler vs Kinsta →
Frequently asked questions
What are the best alternatives to Apache DolphinScheduler?
The top Apache DolphinScheduler alternatives we currently track in developer tools are GitHub, Buildkite, Cursor, Honeycomb, authentik, ranked by recent ship velocity.
How is this list of Apache DolphinScheduler alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Apache DolphinScheduler directly with one of these alternatives?
Yes — every card has a "Compare with Apache DolphinScheduler" link to a side-by-side /compare page.