Resource Guru
Resource Guru is opening the schedule up — first to AI tools, now to bookings that fit themselves.
A side-by-side editorial comparison of Rize and Vikunja — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Rize | Vikunja |
|---|---|---|
| Sector | PM | PM |
| Velocity score | 7.5 | 0.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | agent-toolset, scheduled-automation, mcp, time-tracking | security hardening, ssrf protection, idor fixes, account lockout |
| Last editorial update | 2h ago | 3mo ago |
| Website | — | Visit → |
Rize stops being a time tracker you query and becomes one that runs on a schedule without you.
The August drop lands as one roll-up plus six component entries published together: an Agent tab for live conversation over your Rize data with follow-up actions, Routines that run scheduled prompts and open follow-ups from context, AI Reports that turn prompts and templates into recurring analysis for client profitability and team overviews, Shared AI Skills as reusable saved prompts scoped personal, team or workspace, Agent Context with custom tagging instructions so the agent learns how a team labels clients and projects, and API/MCP surfaces exposing report runs, routine runs, Skills and agent context. Days earlier, v3.0.45 shipped My Timesheet and Team Timesheets with click-and-drag entry editing.
Vikunja crossed the v1.0 finish line and pivoted hard into security hardening.
Vikunja shipped two v1.0 release candidates through late 2025 and early 2026, then jumped to a v2 series whose first widely-tagged point release, v2.2.1, is dominated by security work. The latest release patches multiple SSRF and IDOR vulnerabilities, enforces disabled/locked-account semantics across every auth surface (OIDC, API tokens, CalDAV, LDAP), and adds a shared SSRF-safe HTTP client that webhooks and migrations now route through. User-facing feature work has slowed; the visible energy is in plumbing and audit cleanup.
The August drop lands as one roll-up plus six component entries published together: an Agent tab for live conversation over your Rize data with follow-up actions, Routines that run scheduled prompts and open follow-ups from context, AI Reports that turn prompts and templates into recurring analysis for client profitability and team overviews, Shared AI Skills as reusable saved prompts scoped personal, team or workspace, Agent Context with custom tagging instructions so the agent learns how a team labels clients and projects, and API/MCP surfaces exposing report runs, routine runs, Skills and agent context. Days earlier, v3.0.45 shipped My Timesheet and Team Timesheets with click-and-drag entry editing.
Rize sparked twice this spring on chatting with your time data over MCP; this release is the step from asking to delegating. Routines and scheduled AI Reports mean the analysis happens whether or not anyone opens the app, and Shared Skills plus Agent Context turn one person's prompt into team infrastructure. Exposing routine and report runs through the API and MCP makes the agent layer callable from outside, which is what turns a feature into a platform surface.
Expect Routines to gain triggers beyond a schedule — a budget threshold crossed, unlogged time detected — and the timesheet work to be pulled into agent review flows. Invoicing sparked earlier this month, so billing is the obvious destination for a routine that finds unbilled time on its own.
Vikunja shipped two v1.0 release candidates through late 2025 and early 2026, then jumped to a v2 series whose first widely-tagged point release, v2.2.1, is dominated by security work. The latest release patches multiple SSRF and IDOR vulnerabilities, enforces disabled/locked-account semantics across every auth surface (OIDC, API tokens, CalDAV, LDAP), and adds a shared SSRF-safe HTTP client that webhooks and migrations now route through. User-facing feature work has slowed; the visible energy is in plumbing and audit cleanup.
The arc moves from feature-completion (S3 storage, drag-and-drop project moves, hover previews in late 2025) toward platform credibility — closing security gaps a self-hosted task tool needs to clear before serious team adoption. The rapid version-number jump from v1.0.0-rc4 to v2.2.1 in two months suggests v1.0 shipped and the team tagged a v2 line aimed at addressing accumulated authz debt. Expect the next several releases to keep the security-first posture rather than return to a feature push.
The next release will likely continue closing remaining authz edges (more IDOR audits, additional credential-stripping in API responses) and bundle a translations and dependency sweep. A user-facing feature push probably waits until the security work plateaus.
Other PM 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 Rize or Vikunja.
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See all Rize alternatives → · See all Vikunja alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Rize is currently shipping more aggressively (velocity 7.5 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. Rize is currently shipping more aggressively (velocity 7.5 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 PM products to evaluate alongside.
Top Rize alternatives in PM are ranked by recent ship velocity. Browse the "Rize alternatives" section above for the current picks, or visit /alternatives/rize for the full list with editorial commentary on each.
Top Vikunja alternatives in PM are ranked by recent ship velocity. Browse the "Vikunja alternatives" section above for the current picks, or visit /alternatives/vikunja for the full list with editorial commentary on each.