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Governance and cross-workspace plumbing, not new AI surface
A side-by-side editorial comparison of Komga and Linear — release velocity, themes, recent moves, and the top alternatives to consider.
After two years of quiet fixes, Komga puts a whole new web UI in front of users.
Komga's recent history is almost entirely maintenance — archive-format edge cases, EPUB table-of-contents parsing, Kobo and OPDS compatibility, and a long tail of dependency bumps and translations. Release 1.26.0 breaks that pattern by shipping NextUI, a rewritten web interface, in beta and served alongside the existing one from the same server. The old UI remains the default, and the new one is reached from a sidebar link or a /next path, with a published list of what is still missing.
Linear stopped being where work is described and became where it gets started.
Linear's recent output is dominated by one thread: an in-product agent. Linear Agent shipped, gained MCP so it can reach tools outside the workspace, and picked up intake from Intercom, Zendesk and Gong plus a deeplink handoff into external coding tools. Around it sits steady tracker work — team owners and permissions, multi-level sub-teams, time-in-status, advanced AND/OR filters, Releases, web forms for Asks, and a broad UI refresh.
Komga's recent history is almost entirely maintenance — archive-format edge cases, EPUB table-of-contents parsing, Kobo and OPDS compatibility, and a long tail of dependency bumps and translations. Release 1.26.0 breaks that pattern by shipping NextUI, a rewritten web interface, in beta and served alongside the existing one from the same server. The old UI remains the default, and the new one is reached from a sidebar link or a /next path, with a published list of what is still missing.
This is a staged frontend replacement rather than a cutover: two UIs on one web server, a v2 referential API landing in the same release to back the new client, and a hotfix a few hours later for NextUI CSS layers under Tomcat. The backend is simplifying in parallel — RAR5 support moved to plain Java and libarchive was dropped from the Docker image and the tray app, removing a native dependency from the build. Feature work outside the UI stays narrow and format-focused.
Expect a run of point releases closing the gaps in NextUI's feature list and hardening the two-UI serving path, with the beta label staying on until parity is reached. A default switch is unlikely before the missing features land.
Linear's recent output is dominated by one thread: an in-product agent. Linear Agent shipped, gained MCP so it can reach tools outside the workspace, and picked up intake from Intercom, Zendesk and Gong plus a deeplink handoff into external coding tools. Around it sits steady tracker work — team owners and permissions, multi-level sub-teams, time-in-status, advanced AND/OR filters, Releases, web forms for Asks, and a broad UI refresh.
The centre of gravity is moving from recording work to attempting it. Each release widens the agent's reach in a different direction: MCP for tools, support integrations for intake, deeplinks for handoff to coding agents. The conventional tracker features increasingly read as the substrate the agent operates on rather than the product itself.
Expect the next moves to deepen agent context and control rather than add tracker surface — more MCP-reachable actions, and permissions or review steps governing what the agent may do on its own.
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 Komga or Linear.
Governance and cross-workspace plumbing, not new AI surface
A nightly canary train where the AI platform work hides between dependency bumps
Self-hosted dashboard that finished its feature arc and stopped shipping in 2023.
A self-hosted RSS reader that now spends most of its release notes on security.
SiYuan's v3.8.0 train restates one AI feature set across seven consecutive builds.
Jellyfin renumbers to 12.0 and spends the whole cycle paying down its backend rewrite.
See all Komga alternatives → · See all Linear alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Komga is currently shipping more aggressively (velocity 6.3 vs 0.0), 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. Komga is currently shipping more aggressively (velocity 6.3 vs 0.0), 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 Komga alternatives in Collab are ranked by recent ship velocity. Browse the "Komga alternatives" section above for the current picks, or visit /alternatives/komga for the full list with editorial commentary on each.
Top Linear alternatives in Collab are ranked by recent ship velocity. Browse the "Linear alternatives" section above for the current picks, or visit /alternatives/linear for the full list with editorial commentary on each.