Interact
Interact opens its intranet to outside AI assistants and uses Claude to attack its own platform.
A side-by-side editorial comparison of Joplin and Hive — release velocity, themes, recent moves, and the top alternatives to consider.
Joplin fixes 50+ server security issues found in a Claude-assisted review of Joplin Cloud.
Joplin added AI in 3.7 (chat, semantic search, MCP), all opt-in, and has since named Mistral's EU endpoint as the provider behind Joplin Cloud AI. Its November 2 post reports a full review of Joplin Server, which also runs Joplin Cloud, done with Claude through Anthropic's Cyber Verification Program: no critical findings, but more than 50 high, medium and lower issues fixed. Self-hosters need 3.7.4 or later, which changes LDAP and SAML sign-in behavior.
Hive turns reporting into a planning tool: shared inputs, grouped values, per-person drill-downs.
Hive's November releases have two tracks. Bulk work got easier with undo and redo, a rebuilt Workflows library and now setting or shifting dates across many actions at once. Reporting got deeper: on November 13 dashboards gained per-person burndown drill-downs, grouped custom-field values in charts, and formulas that read monthly capacity and factors stored in Tables.
Joplin added AI in 3.7 (chat, semantic search, MCP), all opt-in, and has since named Mistral's EU endpoint as the provider behind Joplin Cloud AI. Its November 2 post reports a full review of Joplin Server, which also runs Joplin Cloud, done with Claude through Anthropic's Cyber Verification Program: no critical findings, but more than 50 high, medium and lower issues fixed. Self-hosters need 3.7.4 or later, which changes LDAP and SAML sign-in behavior.
Joplin's recent posts are about trust: privacy terms for AI, a named data processor, and now an audited server. The product is positioning its cloud as safe to put notes in while feature releases stay on a roughly four-month cycle.
The next feature release, around 3.8, would fit the four-month cadence in early 2027; the security post suggests more server-side hardening will land in point releases before then.
Hive's November releases have two tracks. Bulk work got easier with undo and redo, a rebuilt Workflows library and now setting or shifting dates across many actions at once. Reporting got deeper: on November 13 dashboards gained per-person burndown drill-downs, grouped custom-field values in charts, and formulas that read monthly capacity and factors stored in Tables.
Dashboards are moving from showing tracked time toward capacity planning, with shared inputs that update every report when edited. Bulk editing keeps reaching more views, and each new bulk action ships with undo.
Expect more report widgets to accept Tables inputs and drill-downs, and bulk actions extending to fields beyond dates and status.
Other Collab 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 Joplin or Hive.
Interact opens its intranet to outside AI assistants and uses Claude to attack its own platform.
Nextcloud's November patches lean on preview speed and sharing fixes across three branches.
Mattermost v12.1 puts bots and burn-after-reading messages under the same access rules.
Asana lets Division admins run their own custom roles, on top Enterprise plans only.
Double turns a recorded Chrome session into an agent that repeats the task.
SiYuan 3.8.11 alphas add freeform mind maps and plugin snapshots right after 3.8.10.
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Hive is currently shipping more aggressively (velocity 6.3 vs 5.0), 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. Hive is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Collab products to evaluate alongside.
Top Joplin alternatives in Collab are ranked by recent ship velocity. Browse the "Joplin alternatives" section above for the current picks, or visit /alternatives/joplin for the full list with editorial commentary on each.
Top Hive alternatives in Collab are ranked by recent ship velocity. Browse the "Hive alternatives" section above for the current picks, or visit /alternatives/hive for the full list with editorial commentary on each.