Read the Docs
Read the Docs moves builds to Python 3.14 and Ubuntu 26.04 by default.
A side-by-side editorial comparison of Guru and Trilium Notes — release velocity, themes, recent moves, and the top alternatives to consider.
Guru's Knowledge Agents get the plumbing that makes their answers checkable and safe.
Guru's late-October releases all serve the Knowledge Agent. Agents can now return the records behind an analytical answer, read SCIM-provisioned profile attributes such as department and manager, and choose from sources admins can rename. On the governance side, DLP masking now covers what users type before it is logged or sent to the LLM, and each agent gets its own chat retention window of 1 to 90 days.
Trilium rebuilt its kanban board, then shipped an urgent server security fix.
Trilium 0.106.0 rebuilt the kanban board with column icons, limits, collapsing, archiving, an inbox column, card templates, regrouping, sorting and filtering, and arrived on Flathub. 0.106.1 is a security release for server and Docker images, updating Node.js for a Brotli decoder flaw reachable before authentication and the revoked eMudhra certificate authorities. A web clipper 1.2.0 candidate adds a preview card and per-mode clipping, partly dependent on the unreleased 0.107.
Guru's late-October releases all serve the Knowledge Agent. Agents can now return the records behind an analytical answer, read SCIM-provisioned profile attributes such as department and manager, and choose from sources admins can rename. On the governance side, DLP masking now covers what users type before it is logged or sent to the LLM, and each agent gets its own chat retention window of 1 to 90 days.
The arc runs from giving agents write access to making them auditable. Mid-October brought a rebuilt Teams app with AI answers, MCP image uploads into card drafts and answer editing for skills-based agents; late October shifted to data controls and to answers that show their workings. Guru is treating the agent as the main interface and the card base as what it works on.
Expect the stated Mermaid gap in Slack, email and exports to close, and more per-agent settings in the Guardrails section where retention now sits.
Trilium 0.106.0 rebuilt the kanban board with column icons, limits, collapsing, archiving, an inbox column, card templates, regrouping, sorting and filtering, and arrived on Flathub. 0.106.1 is a security release for server and Docker images, updating Node.js for a Brotli decoder flaw reachable before authentication and the revoked eMudhra certificate authorities. A web clipper 1.2.0 candidate adds a preview card and per-mode clipping, partly dependent on the unreleased 0.107.
After 0.105 made the database restorable and manageable, Trilium is back to deepening note types, with the board turning into a light project tracker. The clipper work shows capture from the browser becoming a first-class input.
0.107.0 is the next release, since the clipper already depends on it; PDF saving from the clipper is one confirmed feature.
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 Guru or Trilium Notes.
Read the Docs moves builds to Python 3.14 and Ubuntu 26.04 by default.
Komga's NextUI beta keeps gaining features while the old UI gets only translations.
Capacities adds whiteboards and a global graph to its object-based notes.
EGroupware retires 23.1 and keeps shipping security fixes every week or two.
Immich's 3.4 candidate adds passkeys and built-in backups.
PhotoPrism now lets AI assistants search your photo library over MCP.
See all Guru alternatives → · See all Trilium Notes alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Guru and Trilium Notes are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). 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. Guru and Trilium Notes are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Collab products to evaluate alongside.
Top Guru alternatives in Collab are ranked by recent ship velocity. Browse the "Guru alternatives" section above for the current picks, or visit /alternatives/guru for the full list with editorial commentary on each.
Top Trilium Notes alternatives in Collab are ranked by recent ship velocity. Browse the "Trilium Notes alternatives" section above for the current picks, or visit /alternatives/trilium for the full list with editorial commentary on each.