Apache Pinot
Pinot 1.6 adds SQL DDL and vector backends, and now needs Java 25 to run its services.
Comparison · Infra & APIs
Okta vs runc
A side-by-side editorial comparison of Okta and runc — release velocity, themes, recent moves, and the top alternatives to consider.
Okta vs runc: at a glance
What is Okta?
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.
What is runc?
runc 1.6.0-rc.1 lifts the 1024-CPU limit and refuses settings it used to quietly ignore
The 1.6.0 cycle opened on October 6 with a first release candidate that is mostly cleanup: deprecated libcontainer APIs removed, Go 1.26 now required, urfave/cli moved from v1 to v3, and the binary about 15% smaller on amd64. The changes with operational weight are that cpuAffinity and NUMA memoryPolicy no longer stop at 1024 CPUs or nodes, and that a container asking for a read-only rootfs without its own mount namespace is now refused. Eleven days earlier 1.5.2 worked around a kernel bug, present since v6.17, that corrupted memory inside runc and caused random crashes on cgroup v2. It also stopped runc exec --cgroup from escaping into a sibling cgroup.
Okta vs runc: editorial side-by-side
Okta
2.5INFRA · APISDEVOPS
Okta adds TypeScript to its Cross App Access guides and dates the end of Classic Engine features
◆ Current state
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.
◆ Where it's heading
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.
◆ Prediction
Expect more Identity Engine migration guidance ahead of March 2027, alongside further XAA walkthroughs for other languages and agent frameworks.
runc
2.5INFRA · APIS
runc 1.6.0-rc.1 lifts the 1024-CPU limit and refuses settings it used to quietly ignore
◆ Current state
The 1.6.0 cycle opened on October 6 with a first release candidate that is mostly cleanup: deprecated libcontainer APIs removed, Go 1.26 now required, urfave/cli moved from v1 to v3, and the binary about 15% smaller on amd64. The changes with operational weight are that cpuAffinity and NUMA memoryPolicy no longer stop at 1024 CPUs or nodes, and that a container asking for a read-only rootfs without its own mount namespace is now refused. Eleven days earlier 1.5.2 worked around a kernel bug, present since v6.17, that corrupted memory inside runc and caused random crashes on cgroup v2. It also stopped runc exec --cgroup from escaping into a sibling cgroup.
◆ Where it's heading
The project keeps converting silent behaviour into explicit behaviour. Read-only requests that were ignored now fail, a umask that was dropped is now honoured, and poststart hooks moved to conform to the runtime spec. The same maintainers are shrinking the surface underneath, dropping the deprecated API and the high-level cilium/ebpf path, which took roughly 7.5% off the 1.5.2 binary. Stricter behaviour plus a smaller dependency set is what a component under every container host would be expected to do between majors.
◆ Prediction
1.5.0's notes pointed to a 1.6.0 in late October 2026, and the feed so far shows only rc.1, so further release candidates or the final are the next entries to expect. The refused read-only configurations are the change most likely to surface as user reports during testing.
Alternatives to Okta and runc
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 Okta or runc.
Greenbone Vulnerability Manager
Greenbone's gvmd starts on Active Directory credentials as report exports settle.
Bugsnag
Bugsnag names GraphQL operations and lets iOS teams attach context to app hangs.
ManageEngine Applications Manager
ManageEngine Applications Manager adds GaussDB monitoring and deepens APM Insight alarms.
Apache Druid
Druid 38 drops Java 17, recommends Java 25 and took longer to arrive than its predecessors
Gitness
Harness Open Source last shipped in August 2025, on this feed at least
Recent activity from Okta and runc
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 24d agoOktaBuild a Secure TypeScript MCP Client with Cross App Access (XAA)
- 26d agoruncRelease candidate lifts 1024-CPU limit, removes deprecated APIs
- 1mo agoruncWorkaround for kernel bug that crashed runc on cgroup v2
- 1mo agoOktaClassic Engine Feature EOL: SSR, Desktop SSO, Device Trust
- 2mo agoOktaSupercharge Auth with Signals and the New Okta Angular SDK
- 2mo agoOktaAdd Cross App Access to Your OIDC Resource Application
- 2mo agoOktaAdd Cross App Access to Your OIDC Requesting Application
- 2mo agoOktaI Found My Coordinates: Code, Community, and Okta
- 3mo agorunctmpfs regression on Ubuntu 20.04 kernels fixed
- 4mo agoruncrunc 1.5.0 stable, with dated support windows for older branches
- 4mo agoruncCVE-2026-41579: /dev symlink host write access fixed
- 4mo agoruncRelease candidate carrying the CVE-2026-41579 fix
Frequently asked questions
What is the difference between Okta and runc?
They serve adjacent needs but don't currently overlap on shipped themes. Okta and runc 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.
Is Okta better than runc?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Okta and runc 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.
What are the best alternatives to Okta?
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.
What are the best alternatives to runc?
Top runc alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "runc alternatives" section above for the current picks, or visit /alternatives/runc for the full list with editorial commentary on each.