AFFiNE
AFFiNE just cut its AI loose from a fixed provider — bring your own keys, your own models, per workspace.
A side-by-side editorial comparison of Kagi Search and Zoho Projects — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Kagi Search | Zoho Projects |
|---|---|---|
| Sector | Collab | Collab, PM |
| Velocity score | 0.0 | 6.3 |
| Sparks · 30d | 0 | 1 |
| Top themes | search-api, assistant, mobile-apps, user-control | time-tracking, zia-ai, automation, integrations |
| Last editorial update | 2h ago | 7h ago |
| Website | — | Visit → |
Kagi is unbundling itself: search as an API, Assistant as an app, AI as a switch.
The dated part of this feed stops in April on housekeeping releases — reliability work, refinements, a Small Web expansion. Everything since sits in undated rows and is more substantial: the Search API went to public preview in May carrying each account's own lenses and blocklists, June started rebuilding search widgets, July added a global off-switch for AI in search, and July 30 put Kagi Assistant on iOS and Android as a standalone app.
Zoho Projects makes time tracking the product's center of gravity, and lets Zia build the schema.
Three of the last six releases touch time logs: a unified grid view, workflow automation with rules and webhooks, and Zia auto-filling weekly hours from assigned tasks. Alongside that, Zia has moved past suggestion into construction — users can now build custom modules by talking to it. The rest of the recent work extends reach rather than depth: a rebuilt Chrome extension, SalesIQ and WhatsApp integrations, and four more Android languages.
The dated part of this feed stops in April on housekeeping releases — reliability work, refinements, a Small Web expansion. Everything since sits in undated rows and is more substantial: the Search API went to public preview in May carrying each account's own lenses and blocklists, June started rebuilding search widgets, July added a global off-switch for AI in search, and July 30 put Kagi Assistant on iOS and Android as a standalone app.
Kagi is separating what used to be one subscription into distinct products with distinct surfaces: a search index other people can query, an assistant that lives on a phone, and a search page where the AI layer is optional. The through-line is user control — preferences that follow the API key, widgets that can be switched off individually, threads that can be exported or deleted in bulk — which is the one thing an ad-funded competitor cannot match on. Growth now depends on those surfaces rather than on convincing people to change their default search engine.
The Search API is the piece with launch details still outstanding, so expect it to leave preview with firm pricing and the beta users migrated; the mobile Assistant is described as a first step, which points to the missing platform features arriving next.
Three of the last six releases touch time logs: a unified grid view, workflow automation with rules and webhooks, and Zia auto-filling weekly hours from assigned tasks. Alongside that, Zia has moved past suggestion into construction — users can now build custom modules by talking to it. The rest of the recent work extends reach rather than depth: a rebuilt Chrome extension, SalesIQ and WhatsApp integrations, and four more Android languages.
Time tracking is being rebuilt from a data-entry chore into an automated subsystem, with Zia supplying the entries and workflow rules acting on them. The more consequential shift is Zia's role: suggesting timesheet values is assistive, but generating custom modules means the AI is editing the structure of a customer's portal. Integration work points outward to the Zoho suite and to customer-facing channels, turning inbound chats and WhatsApp messages into tracked project records.
Expect Zia's module-building to widen into the surrounding configuration — workflow rules, layouts, and reports built the same conversational way. On the time side, the pieces are in place for Zia-suggested logs to be submitted and approved automatically under rules rather than reviewed entry by entry.
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 Kagi Search or Zoho Projects.
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SiYuan's 3.8 alpha turns the note vault into an agent surface: embeddings, reranking, MCP.
Discord is turning the chat client into a storefront and Nitro into a rewards program.
monday.com is building the control room for AI it already sold customers on.
See all Kagi Search alternatives → · See all Zoho Projects alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Zoho Projects 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. Zoho Projects 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 Kagi Search alternatives in Collab are ranked by recent ship velocity. Browse the "Kagi Search alternatives" section above for the current picks, or visit /alternatives/kagi for the full list with editorial commentary on each.
Top Zoho Projects alternatives in Collab are ranked by recent ship velocity. Browse the "Zoho Projects alternatives" section above for the current picks, or visit /alternatives/zoho-projects for the full list with editorial commentary on each.