GitHub
GitHub is turning Copilot into an autonomous agent that lives everywhere developers work.
A side-by-side editorial comparison of Trilium Notes and Tana — release velocity, themes, recent moves, and the top alternatives to consider.
Trilium narrows scope — dropping LLM integration while adding spreadsheets and OCR.
Trilium (Trilium Notes / TriliumNext) is a self-hosted, hierarchical note-taking application released on GitHub. The recent arc is defined by deliberate scope decisions: it removed its built-in LLM integration citing maintenance burden, then later added a spreadsheet note type and OCR. Security is a recurring theme, with at least one release flagged as an urgent upgrade.
Tana is rebuilding itself around meetings — capture, present, and AI wrap-up, all native
Tana, once a supertag-driven knowledge base, now spends nearly all its release energy on a meeting layer: a pre-meeting hub card, one-click capture of external Zoom/Teams/Meet calls through system audio, live document presentation, and AI agents that summarize and extract outcomes. The Today page has become the product's home surface, organizing the day around calls and their generated artifacts. Recent work is dense and iterative — join nudges, permission recovery, presentation palettes, voice agents — all pointed at the same target.
Trilium (Trilium Notes / TriliumNext) is a self-hosted, hierarchical note-taking application released on GitHub. The recent arc is defined by deliberate scope decisions: it removed its built-in LLM integration citing maintenance burden, then later added a spreadsheet note type and OCR. Security is a recurring theme, with at least one release flagged as an urgent upgrade.
Trilium is choosing depth over breadth, and notably running counter to the industry's add-AI-to-everything reflex — it pulled LLM integration out rather than expand it. New capabilities lean toward document handling (spreadsheets, OCR) that fit a personal-knowledge-base tool. As a small, largely single-maintainer project, releases prioritize what can be sustainably maintained.
Expect continued document-and-editor capabilities plus security maintenance, with feature decisions gated by maintainability. Community-requested items like a mobile app or multi-user support remain contingent on funding, per the release notes.
Tana, once a supertag-driven knowledge base, now spends nearly all its release energy on a meeting layer: a pre-meeting hub card, one-click capture of external Zoom/Teams/Meet calls through system audio, live document presentation, and AI agents that summarize and extract outcomes. The Today page has become the product's home surface, organizing the day around calls and their generated artifacts. Recent work is dense and iterative — join nudges, permission recovery, presentation palettes, voice agents — all pointed at the same target.
The direction is unambiguous: Tana wants to own the full arc of a meeting — before (hub, invites, calendar sync), during (capture, present, live AI digest), and after (summaries, outcomes, review queue) — and fold the results back into its typed knowledge graph. External-meeting capture moving to on-by-default and live doc presentation without screen sharing put it in direct competition with Granola and Fellow, not just as a notes tool. The knowledge-base roots are increasingly the substrate that meeting outputs land in, not the headline.
Expect the next releases to deepen the AI wrap-up loop — richer automatic outcome extraction, agent actions triggered from meeting content, and tighter linking of meeting artifacts into typed entities — since that is the recurring thread across these entries.
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 Trilium Notes or Tana.
GitHub is turning Copilot into an autonomous agent that lives everywhere developers work.
Asana bolts an agent platform and collaborative docs onto its work graph.
Paperless-ngx ships its 3.0 breaking overhaul, then scrambles to fix a bad migration
Claap turns calls into promptable columns — and hands the whole table to your agent over MCP.
Skedda adds a portfolio tier: one view of utilization across every venue an organization runs.
KACE ships ARM64 agents and HTTPS-only enforcement while the patch catalog carries the cadence.
See all Trilium Notes alternatives → · See all Tana alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — knowledge-base — within Collab. Tana is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 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. Tana is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 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 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.
Top Tana alternatives in Collab are ranked by recent ship velocity. Browse the "Tana alternatives" section above for the current picks, or visit /alternatives/tana for the full list with editorial commentary on each.