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Comparison · DevOps

Coolify vs Speakeasy

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

Coolify vs Speakeasy: at a glance

FeatureCoolifySpeakeasy
SectorDevOpsDevOps
Velocity score2.510.0
Sparks · 30d00
Top themesself-hosted-paas, oidc-sso, authentication, multi-tenancymcp, ai-agents, identity, enterprise
Last editorial update2mo ago1mo ago
Website——

What is Coolify?

After four quiet months, Coolify's v4.4 candidate arrives carrying single sign-on.

Coolify has published the first release candidate for v4.4, its first entry since late April — a four-month gap in a feed that had been running on near-weekly betas. The release is dominated by authentication: first-class OpenID Connect with discovery, JWKS signing-key resolution, token validation, PKCE and identity linking, plus registration-policy controls and an option to auto-join OIDC users to the root team. Team-scoped integration tokens land alongside it, with their own create, edit and permission handling. It is explicitly not for production use.

Read the full Coolify trajectory →

What is Speakeasy?

Speakeasy makes AI agents first-class principals: server identity modes, Slack as a work identity, and directory group role mapping

Speakeasy is an enterprise AI agent governance platform shipping at a high cadence — multiple minor versions per week. The current window covers two structural areas: MCP identity management (remote servers now declare User/Agent/No Identity modes, agents own their upstream accounts, wildcard workload admission for agent fleets) and enterprise directory integration (Slack as a work identity, directory group-to-role mapping). The risk policy engine gained scoped targeting for specific MCP servers and tools in the same release window.

Read the full Speakeasy trajectory →

Coolify vs Speakeasy: editorial side-by-side

C
Coolify
DEVOPS
2.5

After four quiet months, Coolify's v4.4 candidate arrives carrying single sign-on.

◆ Current state

Coolify has published the first release candidate for v4.4, its first entry since late April — a four-month gap in a feed that had been running on near-weekly betas. The release is dominated by authentication: first-class OpenID Connect with discovery, JWKS signing-key resolution, token validation, PKCE and identity linking, plus registration-policy controls and an option to auto-join OIDC users to the root team. Team-scoped integration tokens land alongside it, with their own create, edit and permission handling. It is explicitly not for production use.

◆ Where it's heading

The earlier beta run was security hardening — team-scoped queries, encrypted webhook secrets, mass-assignment protection, a guard against pruning persistent containers. v4.4 continues that line but changes its character: where the betas were closing holes in a single-team deployment, OIDC and team-scoped integration tokens are the features an organisation requires before it will let a self-hosted PaaS hold its infrastructure. Identity delegated to a corporate provider, and API access scoped per team, are the two things that were missing. The long publishing gap and the jump from a beta.474 numbering to a 4.4 candidate suggest the work was done off the release feed rather than paused.

◆ Prediction

The stable v4.4 is the next thing to expect and the release where this work should be judged, since the candidate ships explicitly for testing. Given the OIDC groundwork now includes registration policy and team auto-join, group or role mapping from the identity provider is the natural follow-on once SSO itself settles.

S
Speakeasy
DEVOPS
10.0

Speakeasy makes AI agents first-class principals: server identity modes, Slack as a work identity, and directory group role mapping

◆ Current state

Speakeasy is an enterprise AI agent governance platform shipping at a high cadence — multiple minor versions per week. The current window covers two structural areas: MCP identity management (remote servers now declare User/Agent/No Identity modes, agents own their upstream accounts, wildcard workload admission for agent fleets) and enterprise directory integration (Slack as a work identity, directory group-to-role mapping). The risk policy engine gained scoped targeting for specific MCP servers and tools in the same release window.

◆ Where it's heading

Speakeasy is building the control plane for enterprise AI agent governance: making agents governable by the same tools that manage human employees — identity, directory sync, role assignment, risk policies, and audit trails. The workload assertion grant (a short-lived MCP session from a platform-issued identity token) is the primitive that makes agent fleets manageable at scale. Each release tightens the coupling between AI agent identity and enterprise identity providers (Slack, OIDC, directory groups).

◆ Prediction

The next material release will likely extend the Shadow AI scan's person-level visibility into policy actions (block/allow per person per tool), or introduce agent groups as a first-class concept analogous to directory groups — the wildcard workload admission is a precursor to that. Expect tighter Okta Cross App Access integration as that feature exits the readiness/preview stage.

Alternatives to Coolify and Speakeasy

Other DevOps 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 Coolify or Speakeasy.

See all Coolify alternatives → · See all Speakeasy alternatives →

Recent activity from Coolify and Speakeasy

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

  1. 1mo agoSpeakeasyThe latest models reach the pickers, and published plugins work on OpenCode 2 again
  2. 1mo agoSpeakeasyRisk policies can target chosen MCP servers, gateways, and tools instead of everything
  3. 1mo agoSpeakeasyDirectory groups grant roles on their own, and Slack accounts resolve to the people behind them ⚡
  4. 1mo agoSpeakeasyRemote MCP servers choose who they act as, and a workload fleet can be admitted by one wildcard ⚡
  5. 1mo agoSpeakeasyA detected AI tool now opens onto the people running it
  6. 1mo agoSpeakeasyAgent key creation survives agents with many servers, and delegated credentials recheck authority before they refresh
  7. 2mo agoCoolifyFirst v4.4 candidate adds first-class OpenID Connect sign-on
  8. 6mo agoCoolifyBeta 474: data-loss guard for pruned containers, encrypted webhook secrets
  9. 6mo agoCoolifyBeta 474 (duplicate publish)
  10. 6mo agoCoolifyBeta 473: upgrade modal + Git source cleanup fixes
  11. 6mo agoCoolifyBeta 473 (duplicate publish)
  12. 6mo agoCoolifyBeta 471: multi-issue security hardening sweep

Frequently asked questions

What is the difference between Coolify and Speakeasy?

They serve adjacent needs but don't currently overlap on shipped themes. Speakeasy is currently shipping more aggressively (velocity 10.0 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 Coolify better than Speakeasy?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Speakeasy is currently shipping more aggressively (velocity 10.0 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 DevOps products to evaluate alongside.

What are the best alternatives to Coolify?

Top Coolify alternatives in DevOps are ranked by recent ship velocity. Browse the "Coolify alternatives" section above for the current picks, or visit /alternatives/coolify for the full list with editorial commentary on each.

What are the best alternatives to Speakeasy?

Top Speakeasy alternatives in DevOps are ranked by recent ship velocity. Browse the "Speakeasy alternatives" section above for the current picks, or visit /alternatives/speakeasy for the full list with editorial commentary on each.