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 Doppler and Umbrel — release velocity, themes, recent moves, and the top alternatives to consider.
Doppler adds keyless syncs and agent-facing secrets as on-prem settles in
Three monthly digests follow the June on-prem release. September made Permissive secret naming available to all workplaces, let users with Manage Settings permission revoke every personal and CLI token across a workplace, and added a Dynamic variable type for Vercel syncs. August added syncs to GitHub Copilot Agents, OpenAI service accounts as a rotated secret type, and OIDC for GCP and Azure syncs so no credential has to be stored in Doppler. July brought a workplace-level Compare page across configs and projects.
umbrelOS 2.0 went final in September; 2.0.1 is a kernel patch with a Raspberry Pi stopgap.
umbrelOS 2.0 shipped on September 22 after two betas, bringing Photos, iPhone and Mac apps, Machines, multiple users, an MCP server, Storage Manager with FailSafe RAID, cloud downloads, GPU acceleration and automatic HTTPS. Beta 2 added agents that can create and use Machines while the owner watches. 2.0.1 on November 1 fixes CVE-2026-98432 with a patched kernel on x86 devices; Raspberry Pi has no fixed kernel yet, so umbrelOS blocks the traffic needed to trigger it.
Three monthly digests follow the June on-prem release. September made Permissive secret naming available to all workplaces, let users with Manage Settings permission revoke every personal and CLI token across a workplace, and added a Dynamic variable type for Vercel syncs. August added syncs to GitHub Copilot Agents, OpenAI service accounts as a rotated secret type, and OIDC for GCP and Azure syncs so no credential has to be stored in Doppler. July brought a workplace-level Compare page across configs and projects.
The June-era commitments are holding: everything reachable programmatically, with Terraform resources following each new feature, and control over a secret's whole lifecycle. A newer line is visible too. AI agents are becoming a place secrets are delivered to, and OIDC is removing the stored credential from Doppler's own syncs. September's fix to instance-admin promotion shows the On-prem build getting ordinary maintenance.
Expect more AI-platform sync and rotation targets after GitHub Copilot Agents and OpenAI service accounts, each followed by a Terraform resource. Whether OIDC extends beyond GCP and Azure is not stated.
umbrelOS 2.0 shipped on September 22 after two betas, bringing Photos, iPhone and Mac apps, Machines, multiple users, an MCP server, Storage Manager with FailSafe RAID, cloud downloads, GPU acceleration and automatic HTTPS. Beta 2 added agents that can create and use Machines while the owner watches. 2.0.1 on November 1 fixes CVE-2026-98432 with a patched kernel on x86 devices; Raspberry Pi has no fixed kernel yet, so umbrelOS blocks the traffic needed to trigger it.
Umbrel has moved from a server you visit to one that agents and phones use directly: per-agent tokens, background camera-roll backup and Finder integration all reduce the need to open the web interface. The first release after 2.0 is security maintenance, and that maintenance now covers a wider surface, from HEIC thumbnails to trusted certificate authorities.
Google Drive download, flagged as coming soon in the 2.0 notes, is the clearest next feature. A proper kernel fix for Raspberry Pi should replace the traffic block in a following update.
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 Doppler or Umbrel.
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See all Doppler alternatives → · See all Umbrel alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Umbrel is currently shipping more aggressively (velocity 2.5 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. Umbrel is currently shipping more aggressively (velocity 2.5 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 Doppler alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Doppler alternatives" section above for the current picks, or visit /alternatives/doppler for the full list with editorial commentary on each.
Top Umbrel alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Umbrel alternatives" section above for the current picks, or visit /alternatives/umbrel for the full list with editorial commentary on each.