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 Incus and PDFMonkey — release velocity, themes, recent moves, and the top alternatives to consider.
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.
PDFMonkey adds an MCP server and Node.js SDK, so assistants can generate its documents.
An October 26 catch-up lists what shipped since summer. New items are zero-downtime API key rotation with a two-day overlap, snippet folders, an official Node.js SDK and an MCP server for Claude, Cursor and other AI assistants. Zapier document generation no longer races the 30-second limit, and n8n node 1.0 is now verified by n8n. February's visual builder remains the largest change in this window.
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.
An October 26 catch-up lists what shipped since summer. New items are zero-downtime API key rotation with a two-day overlap, snippet folders, an official Node.js SDK and an MCP server for Claude, Cursor and other AI assistants. Zapier document generation no longer races the 30-second limit, and n8n node 1.0 is now verified by n8n. February's visual builder remains the largest change in this window.
The two-audience pattern holds, and a third has joined: AI assistants calling PDFMonkey directly. The builder serves non-developers, while the SDKs, key rotation and automation fixes serve teams with PDFMonkey in production. Work on Zapier and n8n shows attention to where documents are actually triggered.
Expect more integration and SDK coverage, given the Ruby and Node.js releases and the n8n and Zapier work. How MCP use develops is not readable from a single catch-up post.
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 Incus or PDFMonkey.
Druid 38 drops Java 17, recommends Java 25 and took longer to arrive than its predecessors
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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 Incus alternatives → · See all PDFMonkey 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 2.5), 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 2.5), 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 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.
Top PDFMonkey alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "PDFMonkey alternatives" section above for the current picks, or visit /alternatives/pdfmonkey for the full list with editorial commentary on each.