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Comparison · Infra & APIs
Dokku vs incident.io
A side-by-side editorial comparison of Dokku and incident.io — release velocity, themes, recent moves, and the top alternatives to consider.
Dokku vs incident.io: at a glance
What is Dokku?
Dokku is quietly turning into a k3s front-end with a JSON-first CLI.
The 0.38 patch line keeps shipping small releases with real features in them. v0.38.27 drops the local-image requirement for k3s deploys, reports Traefik DNS-provider variables as global keys, adds storage directory mode and removal flags, and introduces a vector-cron-sink so scheduled cron output has somewhere to go. It follows v0.38.26, which brought wildcard domains, custom cert issuers, and kernel sysctls to the k3s scheduler.
What is incident.io?
incident.io's agent now runs your team's own tools, with a human approval before any change.
Investigations, the agent that posts a root-cause hypothesis when an incident opens, is the center of incident.io; it went GA and then doubled its speed in September. In October the company pushed its agent skills out into coding harnesses, then opened Nexus to customers' own tools and know-how. The 10-28 release restates that extension model and adds an explicit step: any change the agent proposes waits for a human approval before it runs.
Dokku vs incident.io: editorial side-by-side
Dokku
5.0INFRA · APIS
Dokku is quietly turning into a k3s front-end with a JSON-first CLI.
◆ Current state
The 0.38 patch line keeps shipping small releases with real features in them. v0.38.27 drops the local-image requirement for k3s deploys, reports Traefik DNS-provider variables as global keys, adds storage directory mode and removal flags, and introduces a vector-cron-sink so scheduled cron output has somewhere to go. It follows v0.38.26, which brought wildcard domains, custom cert issuers, and kernel sysctls to the k3s scheduler.
◆ Where it's heading
Two threads run through almost every release: closing the gap between the k3s scheduler and the classic single-host path, and making every command machine-readable. The k3s work has moved from basic scheduling to the operational details — certificates, DNS, sysctls, and now deploys that no longer assume a local Docker image — which is the sequence a project follows when it expects the Kubernetes path to become the default rather than the alternative.
◆ Prediction
Expect the remaining k3s parity gaps to keep closing one release at a time, and expect the logging work started with vector-cron-sink to extend to other task types that currently have no sink.
incident.io
7.5INFRA · APIS
incident.io's agent now runs your team's own tools, with a human approval before any change.
◆ Current state
Investigations, the agent that posts a root-cause hypothesis when an incident opens, is the center of incident.io; it went GA and then doubled its speed in September. In October the company pushed its agent skills out into coding harnesses, then opened Nexus to customers' own tools and know-how. The 10-28 release restates that extension model and adds an explicit step: any change the agent proposes waits for a human approval before it runs.
◆ Where it's heading
incident.io is turning its agent into a two-way integration point that can act, not just diagnose. Skills go out to developers' agents, internal tools and team context come in, and the approval gate is what makes write access acceptable during an incident. Dashboards, ticket sync and alert routing keep incident.io as the record the agent reads from and writes to.
◆ Prediction
Expect worked examples for common connected systems such as deploy or feature-flag tools, and Investigations that propose concrete remediation steps for approval. The entries do not say how extensions are built or priced.
Alternatives to Dokku and incident.io
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 Dokku or incident.io.
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.
Apache Airflow
Airflow 3.4 reaches its first release candidate, a week after the 10-20 provider wave.
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 Dokku alternatives → · See all incident.io alternatives →
Recent activity from Dokku and incident.io
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoincident.ioPlug your skills and tools into the agent
- 10d agoincident.ioExtensions connect internal tools and know-how to the Nexus agent ⚡
- 14d agoincident.ioThe incident.io plugin: our skills, in your agent ⚡
- 23d agoincident.ioDark mode
- 1mo agoincident.ioCustom dashboards get more building blocks
- 1mo agoincident.ioInvestigations are 2x faster ⚡
- 2mo agoDokkuk3s deploys drop the local-image requirement; cron output gains a sink
- 2mo agoDokkuWildcard domains and custom cert issuers land on k3s
- 3mo agoDokkuCommand injection fix, plus per-app Let's Encrypt on k3s
- 3mo agoDokkuDependency bumps and buildpack documentation
- 3mo agoDokkuCertificate CN parsing fixed for OpenSSL 3.x
- 3mo agoDokkuJSON output spreads across reports and plugin lists
Frequently asked questions
What is the difference between Dokku and incident.io?
They serve adjacent needs but don't currently overlap on shipped themes. incident.io is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 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 Dokku better than incident.io?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. incident.io is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 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 Dokku?
Top Dokku alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Dokku alternatives" section above for the current picks, or visit /alternatives/dokku for the full list with editorial commentary on each.
What are the best alternatives to incident.io?
Top incident.io alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "incident.io alternatives" section above for the current picks, or visit /alternatives/incident-io for the full list with editorial commentary on each.