Interact
Interact opens its intranet to outside AI assistants and uses Claude to attack its own platform.
A side-by-side editorial comparison of Logseq and Double — release velocity, themes, recent moves, and the top alternatives to consider.
Logseq ships its first 2.0 beta, betting its future on a database backend.
Logseq spent over a year in a slow beta cadence on the file-based 0.10.x line, shipping mostly Electron bumps, embed fixes, and one security patch. Today it released the first public beta of 2.0, rebuilt on a new database (DB) storage engine, and confirmed the project is splitting into two versions. This is the payoff of a long-promised rewrite.
Double turns a recorded Chrome session into an agent that repeats the task.
Double is an accounting-practice platform built around the Ask Double assistant. Autoclose, an October 29 add-on at $500 a month, lets agents run the month-end close, and November 5 extended Ask Double to allocations, bank matching and 1099 prep. The November 12 release lets accountants record a task in the Double Chrome extension and turn it into an agent, adds bank feeds for US Xero clients, per-user caps on AI credits and new permission choices for agent actions.
Logseq spent over a year in a slow beta cadence on the file-based 0.10.x line, shipping mostly Electron bumps, embed fixes, and one security patch. Today it released the first public beta of 2.0, rebuilt on a new database (DB) storage engine, and confirmed the project is splitting into two versions. This is the payoff of a long-promised rewrite.
The DB rewrite moves Logseq off Markdown-file storage toward a database model, the prerequisite for the faster queries, reliable sync, and multi-device support the file-based app has struggled to deliver. Expect the 0.10.x line to slide into maintenance while 2.0 stabilizes. The formal split into two versions signals Logseq intends to keep supporting local Markdown graphs rather than force-migrate everyone.
Near-term releases will be rapid 2.0.x betas hardening the DB engine and the Markdown-to-DB migration path; a stable 2.0 hinges on how cleanly existing graphs import.
Double is an accounting-practice platform built around the Ask Double assistant. Autoclose, an October 29 add-on at $500 a month, lets agents run the month-end close, and November 5 extended Ask Double to allocations, bank matching and 1099 prep. The November 12 release lets accountants record a task in the Double Chrome extension and turn it into an agent, adds bank feeds for US Xero clients, per-user caps on AI credits and new permission choices for agent actions.
Double is moving from an assistant that answers to agents that do recurring work, and is now letting firms create those agents by showing rather than configuring. Usage caps, permission levels and a web-browsing switch that is off by default show it adding controls as agents get more reach.
Expect more agent templates and recorder support for other client systems, plus wider Xero coverage after the US bank feeds launch.
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 Logseq or Double.
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.
SiYuan 3.8.11 alphas add freeform mind maps and plugin snapshots right after 3.8.10.
Hive turns reporting into a planning tool: shared inputs, grouped values, per-person drill-downs.
See all Logseq alternatives → · See all Double alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Double is currently shipping more aggressively (velocity 8.8 vs 3.8), with 3 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. Double is currently shipping more aggressively (velocity 8.8 vs 3.8), with 3 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 Logseq alternatives in Collab are ranked by recent ship velocity. Browse the "Logseq alternatives" section above for the current picks, or visit /alternatives/logseq for the full list with editorial commentary on each.
Top Double alternatives in Collab are ranked by recent ship velocity. Browse the "Double alternatives" section above for the current picks, or visit /alternatives/double for the full list with editorial commentary on each.