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Comparison · Infra & APIs

Dokku vs Merge

A side-by-side editorial comparison of Dokku and Merge — release velocity, themes, recent moves, and the top alternatives to consider.

Dokku vs Merge: at a glance

FeatureDokkuMerge
SectorInfra & APIsInfra & APIs
Velocity score5.06.3
Sparks · 30d01
Top themespaas, kubernetes, k3s, cli-automationunified api, agent handler, mcp connectors, ai gateway
Last editorial update5d ago14h ago
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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.

Read the full Dokku trajectory →

What is Merge?

Merge is turning its weekly integration digest into an agent control plane — the news is always at the bottom.

Merge publishes one dated digest a week, and the structure is consistent: unified Accounting, ATS, CRM, File Storage and HRIS reliability work up top, then Agent Handler and Gateway at the end, where the directional changes live. The feed now also carries per-product breakout entries (Gateway, Unified, Agent Handler) that restate the same week's items in more detail rather than adding new ones. The Agent Handler catalog carries hundreds of generic MCP connectors alongside Merge's own, on shared authentication and policy, and Gateway has been accumulating model coverage, routing controls and guardrails over the same period.

Read the full Merge trajectory →

Dokku vs Merge: editorial side-by-side

D
Dokku
INFRA · APIS
5.0

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.

M
Merge
INFRA · APIS
6.3

Merge is turning its weekly integration digest into an agent control plane — the news is always at the bottom.

◆ Current state

Merge publishes one dated digest a week, and the structure is consistent: unified Accounting, ATS, CRM, File Storage and HRIS reliability work up top, then Agent Handler and Gateway at the end, where the directional changes live. The feed now also carries per-product breakout entries (Gateway, Unified, Agent Handler) that restate the same week's items in more detail rather than adding new ones. The Agent Handler catalog carries hundreds of generic MCP connectors alongside Merge's own, on shared authentication and policy, and Gateway has been accumulating model coverage, routing controls and guardrails over the same period.

◆ Where it's heading

The through-line is that Merge is repositioning from data plumbing to the layer agents pass through. Each week adds either reach (more connectors, more tools per connector, more models) or control (guardrails, per-project policy, access configuration). This window is reach-and-efficiency: the GitHub connector expanded to 145 tools, Outlook payloads were cut substantially, and Gateway guardrails became configurable per project rather than per account.

◆ Prediction

Expect the per-project granularity applied to guardrails to spread to the rest of Gateway's controls, and the connector catalog to keep absorbing hosted third-party MCP servers the way Axiom was added.

Alternatives to Dokku and Merge

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 Merge.

See all Dokku alternatives → · See all Merge alternatives →

Recent activity from Dokku and Merge

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 7d agoDokkuk3s deploys drop the local-image requirement; cron output gains a sink
  2. 10d agoDokkuWildcard domains and custom cert issuers land on k3s
  3. 12d agoMergeGitHub connector hits 145 tools; Gateway adds per-project guardrails
  4. 19d agoMergeHundreds of generic MCP connectors land in Agent Handler
  5. 26d agoMergeLink setup flow becomes configurable per integration
  6. 28d agoDokkuCommand injection fix, plus per-app Let's Encrypt on k3s
  7. 1mo agoDokkuDependency bumps and buildpack documentation
  8. 1mo agoDokkuCertificate CN parsing fixed for OpenSSL 3.x
  9. 1mo agoMergeEmbedded Routing Stack gives Gateway per-customer model controls
  10. 1mo agoMergeGateway breakout page for the week already covered by Week 2
  11. 1mo agoMergeUnified breakout page for the week already covered by Week 3
  12. 1mo agoDokkuJSON output spreads across reports and plugin lists

Frequently asked questions

What is the difference between Dokku and Merge?

They serve adjacent needs but don't currently overlap on shipped themes. Merge is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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 Merge?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Merge is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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 Merge?

Top Merge alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Merge alternatives" section above for the current picks, or visit /alternatives/merge-dev for the full list with editorial commentary on each.