CommaFeed
CommaFeed is patching its way through the attack surface a self-hosted reader inherits
A side-by-side editorial comparison of SiYuan and Trilium Notes — release velocity, themes, recent moves, and the top alternatives to consider.
SiYuan stabilises 3.8.1 after a seven-build beta run, all of it widening the agent surface it opened in 3.8.0
SiYuan has just cut 3.8.1 stable, the endpoint of a beta chain that ran six builds in five days. The release groups into three areas: AI integration work - custom editor actions syncing across devices, an Agent panel shortcut, user-level skills read from a shared agents directory, nested rerank API formats and OpenAI Responses API support; editing and database throughput, including virtualised grouped-table rendering and faster document loading; and cross-platform reliability covering HEIF/HEIC previews, PDF export and mobile behaviour. A batch of MCP and publishing-service fixes rounds it out.
A local-first note app hardens its imports and keeps AI optional
Trilium, now maintained as the TriliumNext community fork, is a local-first hierarchical note application on a steady monthly point-release cadence. Recent work centers on import fidelity, note-type expansion (spreadsheets and OCR in 0.103), security patches, and a pragmatic LLM stance: it removed bundled LLM integration in 0.102.0, then reintroduced a lighter, provider-backed model selector.
SiYuan has just cut 3.8.1 stable, the endpoint of a beta chain that ran six builds in five days. The release groups into three areas: AI integration work - custom editor actions syncing across devices, an Agent panel shortcut, user-level skills read from a shared agents directory, nested rerank API formats and OpenAI Responses API support; editing and database throughput, including virtualised grouped-table rendering and faster document loading; and cross-platform reliability covering HEIF/HEIC previews, PDF export and mobile behaviour. A batch of MCP and publishing-service fixes rounds it out.
This is consolidation of the surface 3.8.0 opened, not an extension of it. The agent, semantic search and MCP endpoint arrived in the 3.8.0 line; 3.8.1 makes them portable and pluggable - skills come from a directory the user controls, editor actions follow the user between devices, and the provider layer now speaks the OpenAI Responses API rather than one bespoke shape. The high beta count against a modest final diff shows a project stabilising a young subsystem rather than building a new one.
The next line most likely pushes on the skills directory - discovery, sharing or marketplace distribution of user-level skills - since that is the piece 3.8.1 made user-editable without giving it a distribution path.
Trilium, now maintained as the TriliumNext community fork, is a local-first hierarchical note application on a steady monthly point-release cadence. Recent work centers on import fidelity, note-type expansion (spreadsheets and OCR in 0.103), security patches, and a pragmatic LLM stance: it removed bundled LLM integration in 0.102.0, then reintroduced a lighter, provider-backed model selector.
The fork is stabilizing and broadening ingest and interop — robust OneNote migration with device-code web authentication and multi-hour token refresh — while keeping AI optional and provider-driven rather than baked in. The direction is a dependable self-hosted knowledge base that reclaims data locked in other tools.
Expect continued import and format-fidelity work plus incremental, provider-dynamic LLM options rather than a bundled AI push; official mobile and multi-user remain community-demand items gated on funding.
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 SiYuan or Trilium Notes.
CommaFeed is patching its way through the attack surface a self-hosted reader inherits
Hive ships in batches, and this one is all planning accuracy and admin control.
Teable ships daily, and the work has moved from grid features to platform governance.
Simpplr publishes the research that names the gap, then ships the product that closes it.
NetNewsWire's 7.1.3 train has moved from rebuilding sync to sweeping up what the rebuild disturbed.
Document360 rebuilt its API for agents; now it's turning the AI inward on authoring.
See all SiYuan alternatives → · See all Trilium Notes alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — self-hosted — within Collab. SiYuan 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. SiYuan 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 SiYuan alternatives in Collab are ranked by recent ship velocity. Browse the "SiYuan alternatives" section above for the current picks, or visit /alternatives/siyuan 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.