Apache Pinot
Pinot 1.6 adds SQL DDL and vector backends, and now needs Java 25 to run its services.
A side-by-side editorial comparison of Apereo CAS and Okta — release velocity, themes, recent moves, and the top alternatives to consider.
Apereo CAS opens an 8.1 line while 8.0 is still working through release candidates.
CAS is running a long release-candidate train. The 8.0.0 line reached RC6 in late June after RC4 and RC5 in spring, and 8.1.0-RC1 has now appeared in August. A 7.3.7.1 patch in June addressed a published OIDC vulnerability on the maintenance branch. The release entries themselves carry only navigation links and contributor credits, so feature detail is not visible here.
Okta adds TypeScript to its Cross App Access guides and dates the end of Classic Engine features
Okta's developer feed is still led by Cross App Access, the token-exchange grant that lets an app or agent reach a third-party API on a user's behalf from an existing SSO trust. The newest guide builds a TypeScript MCP client with it, following an earlier C# version. The other notable item is a hard date: from March 5, 2027, Okta ends support for SSR, Desktop SSO and Device Trust on Classic Engine.
CAS is running a long release-candidate train. The 8.0.0 line reached RC6 in late June after RC4 and RC5 in spring, and 8.1.0-RC1 has now appeared in August. A 7.3.7.1 patch in June addressed a published OIDC vulnerability on the maintenance branch. The release entries themselves carry only navigation links and contributor credits, so feature detail is not visible here.
Two lines are moving at once, which suggests 8.0 is close enough to final that work has begun branching forward rather than that the RC train has stalled. The contributor lists stay small and consistent across releases - a handful of recurring maintainers - and security handling happens on the older supported branch, as it should.
An 8.0.0 final is the obvious next milestone given RC6 was three months ago and an 8.1 branch is already open. The release bodies do not describe features, so what it contains cannot be read from this feed.
Okta's developer feed is still led by Cross App Access, the token-exchange grant that lets an app or agent reach a third-party API on a user's behalf from an existing SSO trust. The newest guide builds a TypeScript MCP client with it, following an earlier C# version. The other notable item is a hard date: from March 5, 2027, Okta ends support for SSR, Desktop SSO and Device Trust on Classic Engine.
The XAA guides keep working through federation shapes and languages rather than adding a new grant. The Classic Engine notice points the same way from the platform side: customers are being moved onto Okta Identity Engine, with the end-of-support date as the push. Both threads are about adoption of what already exists.
Expect more Identity Engine migration guidance ahead of March 2027, alongside further XAA walkthroughs for other languages and agent frameworks.
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 Apereo CAS or Okta.
Pinot 1.6 adds SQL DDL and vector backends, and now needs Java 25 to run its services.
Greenbone's gvmd starts on Active Directory credentials as report exports settle.
Bugsnag names GraphQL operations and lets iOS teams attach context to app hangs.
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Druid 38 drops Java 17, recommends Java 25 and took longer to arrive than its predecessors
Harness Open Source last shipped in August 2025, on this feed at least
See all Apereo CAS alternatives → · See all Okta alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — identity — within Infra & APIs. Apereo CAS and Okta are shipping at a similar cadence (velocity 2.5 vs 2.5, both within Sparkpulse's "active" band). 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. Apereo CAS and Okta are shipping at a similar cadence (velocity 2.5 vs 2.5, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
Top Apereo CAS alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Apereo CAS alternatives" section above for the current picks, or visit /alternatives/apereo-cas for the full list with editorial commentary on each.
Top Okta alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Okta alternatives" section above for the current picks, or visit /alternatives/okta for the full list with editorial commentary on each.