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A side-by-side editorial comparison of Coolify and WeWeb — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Coolify | WeWeb |
|---|---|---|
| Sector | DevOps | DevOps |
| Velocity score | 2.5 | 6.3 |
| Sparks · 30d | 0 | 1 |
| Top themes | self-hosted-paas, oidc-sso, authentication, multi-tenancy | no-code, ai app builder, design systems, integrations |
| Last editorial update | 2mo ago | 3d ago |
| Website | — | — |
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.
WeWeb ships a rebuilt AI builder that uses fewer tokens and shows each step as it works.
WeWeb publishes a weekly release that pairs AI-builder changes with new integrations. In the past month it added AI app testing, scheduled backend tasks, category-wide AI guardrails, a redesigned dashboard and editable HTML imports. The October 21 release replaces the AI builder with one that WeWeb says builds better on fewer tokens and shows its steps, and adds visual previews for every design-system style.
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.
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.
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.
WeWeb publishes a weekly release that pairs AI-builder changes with new integrations. In the past month it added AI app testing, scheduled backend tasks, category-wide AI guardrails, a redesigned dashboard and editable HTML imports. The October 21 release replaces the AI builder with one that WeWeb says builds better on fewer tokens and shows its steps, and adds visual previews for every design-system style.
The AI layer is the product's center of gravity: from thinking-level controls and locked pages in September, to self-testing on September 30, to a new builder now. Cost and transparency are the recurring themes, which fits a usage-metered AI allowance shown in September.
Expect follow-ups that tie the new AI more tightly to the design system and testing features, plus the usual weekly integrations. The entry gives no numbers on token savings, so the size of the efficiency gain is unclear.
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 WeWeb.
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See all Coolify alternatives → · See all WeWeb alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. WeWeb is currently shipping more aggressively (velocity 6.3 vs 2.5), 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. WeWeb is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 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.
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.
Top WeWeb alternatives in DevOps are ranked by recent ship velocity. Browse the "WeWeb alternatives" section above for the current picks, or visit /alternatives/weweb for the full list with editorial commentary on each.