Apache Druid
Druid 38 drops Java 17, recommends Java 25 and took longer to arrive than its predecessors
A side-by-side editorial comparison of FireHydrant and Incus — release velocity, themes, recent moves, and the top alternatives to consider.
FireHydrant stops paging people at night for alerts that can wait until morning.
Support hours now do something during off-hours. Alerts arriving outside a team's window and at or below a new Off-hours Priority Threshold are snoozed, then re-enter the escalation policy from the top when the next window opens. Higher-priority alerts still notify immediately, and a Slack, Teams or webhook destination can report what is queued. The change is opt-in per team until January 2027, when remaining teams are moved over.
Incus 7.6 fixes 18 security issues, eight critical, and adds SR-IOV NIC live migration
Incus 7.6, released October 30, carries 18 security fixes, eight rated critical, many of them about restricted projects reaching the default project or the host, plus an authentication bypass through unverified client certificate chains. Its features aim at larger environments: live migration for VMs using SR-IOV NICs, multifd for VM live migration, cluster healing options, compression for block volumes, and OIDC opaque tokens. 7.5 before it added live migration between projects, cluster metrics and NVIDIA GPU cliques. The 7.0 LTS branch received a second patch, 7.0.2, with no described changes.
Support hours now do something during off-hours. Alerts arriving outside a team's window and at or below a new Off-hours Priority Threshold are snoozed, then re-enter the escalation policy from the top when the next window opens. Higher-priority alerts still notify immediately, and a Slack, Teams or webhook destination can report what is queued. The change is opt-in per team until January 2027, when remaining teams are moved over.
The year's table-stakes work for switchers is giving way to on-call quality of life. Schedule overrides made changes safe, and snoozing now reduces unnecessary pages, with visibility built in through a Snoozed filter and alert timelines. The January date makes this the default for everyone, and FireHydrant says it waited until after the holidays so the change does not land in customers' busiest weeks.
Expect guidance and prompts pushing teams to set thresholds before the January 2027 switch. API and Terraform coverage for these settings is plausible, but the entry does not mention it.
Incus 7.6, released October 30, carries 18 security fixes, eight rated critical, many of them about restricted projects reaching the default project or the host, plus an authentication bypass through unverified client certificate chains. Its features aim at larger environments: live migration for VMs using SR-IOV NICs, multifd for VM live migration, cluster healing options, compression for block volumes, and OIDC opaque tokens. 7.5 before it added live migration between projects, cluster metrics and NVIDIA GPU cliques. The 7.0 LTS branch received a second patch, 7.0.2, with no described changes.
Live migration is still the through-line: 7.4 made it near-live for dependent disks, 7.5 took it across projects, and 7.6 extends it to VMs using SR-IOV NICs. The other thread is multi-tenancy under scrutiny. The size of the 7.6 security batch, with several critical items in project isolation, shows that restricted projects are now being tested as a real boundary, and the release adds a build and threat model for Anthropic's OSS Scanner.
Expect a 7.6.x patch or further security fixes, because the project-isolation findings cover a wide surface. The monthly feature cadence should continue with more live-migration throughput work, given multifd and the throughput improvements in this release.
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 FireHydrant or Incus.
Druid 38 drops Java 17, recommends Java 25 and took longer to arrive than its predecessors
Okta adds TypeScript to its Cross App Access guides and dates the end of Classic Engine features
Harness Open Source last shipped in August 2025, on this feed at least
Payload's v4 beta ships every few days, and most of the risk sits in the breaking-change notes
Scalar is testing demand for hosting from inside localhost
DNSimple's Erlang DNS stack now handles 14% more queries per second, with no C involved
See all FireHydrant alternatives → · See all Incus alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Incus is currently shipping more aggressively (velocity 5.0 vs 0.0), 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Incus is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 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.
Top FireHydrant alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "FireHydrant alternatives" section above for the current picks, or visit /alternatives/firehydrant for the full list with editorial commentary on each.
Top Incus alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Incus alternatives" section above for the current picks, or visit /alternatives/incus for the full list with editorial commentary on each.