Outline
Outline adds personal docs even admins can't open, pairing agent access with user privacy.
A side-by-side editorial comparison of Guru and Wiki.js — release velocity, themes, recent moves, and the top alternatives to consider.
Guru is tightening the leash on the Knowledge Agent it just handed the keys to.
Everything recent is the Knowledge Agent. It already writes to the knowledge base — creating collections, bulk-archiving cards, running drafts through to publish — and the newest work narrows where and how it acts: per-channel behaviour in Slack, and skills pinned to a named document instead of searching for one. Around that sit guardrails, skill permissions, recoverable drafts and scheduled automations.
Wiki.js 3.0 beta adds math, personal access tokens and nav automations; Postgres 17 now required.
Wiki.js runs two tracks: 2.x stable, which now gets only security patches, and a 3.0 beta still labeled 'not for production'. Over the past month the beta added Excalidraw live collaboration, SCIM provisioning, notifications, annotations, a glossary, draft recovery and multi-replica git sync. The newest beta adds inline KaTeX/MathJax math, personal access tokens, navigation-menu automations and search suggestions, and raises the minimum database to PostgreSQL 17.
Everything recent is the Knowledge Agent. It already writes to the knowledge base — creating collections, bulk-archiving cards, running drafts through to publish — and the newest work narrows where and how it acts: per-channel behaviour in Slack, and skills pinned to a named document instead of searching for one. Around that sit guardrails, skill permissions, recoverable drafts and scheduled automations.
The arc is autonomy first, then control. Having given the agent write access and a schedule, Guru is now spending releases on determinism and scoping — making the agent's behaviour predictable per channel and its grounding exact per skill. That is the work required before customers let an agent run unsupervised on a knowledge base, and it suggests trust, not answer quality, is the constraint being engineered against.
The scoping controls point toward auditability as the next gap: some record of what the agent did to the knowledge base, and per-skill or per-channel review of those actions, to match the permissions and guardrails already shipped.
Wiki.js runs two tracks: 2.x stable, which now gets only security patches, and a 3.0 beta still labeled 'not for production'. Over the past month the beta added Excalidraw live collaboration, SCIM provisioning, notifications, annotations, a glossary, draft recovery and multi-replica git sync. The newest beta adds inline KaTeX/MathJax math, personal access tokens, navigation-menu automations and search suggestions, and raises the minimum database to PostgreSQL 17.
Headline features are in place, and recent betas fill out editor ergonomics, identity and API plumbing, and operational safety rather than adding new editors. Personal access tokens and API keys bound to page rules extend the access model to automation clients, and the Postgres 17 floor shows the team is still willing to set hard infrastructure requirements before 3.0 locks.
More betas pairing editor and admin polish with API, multi-node and v2-import fixes are the likely next step. The entries still give no date for 3.0 dropping its beta label.
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 Wiki.js.
Outline adds personal docs even admins can't open, pairing agent access with user privacy.
Apache Answer is turning its Q&A engine into a searchable AI knowledge base, one RC at a time.
SiYuan 3.8.8 reaches beta carrying Gemini, DeepSeek agent tools and database automation.
Syncthing 2.1.7 is on its third release candidate, now hardening the sync protocol against bad data.
GitHub makes open source license compliance a ruleset-enforced GA for Enterprise Cloud.
Hive makes its AI proofer a named approver and lets workflow buttons open prefilled Forms.
See all Guru alternatives → · See all Wiki.js alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Wiki.js 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. Wiki.js 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 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 Wiki.js alternatives in Collab are ranked by recent ship velocity. Browse the "Wiki.js alternatives" section above for the current picks, or visit /alternatives/wikijs for the full list with editorial commentary on each.