NocoBase
NocoBase's AI knowledge base gains authenticated federation API as security hardening accelerates
A side-by-side editorial comparison of Camunda and Float — release velocity, themes, recent moves, and the top alternatives to consider.
Camunda 8.10 alpha cycles through broad platform bug fixes while 8.7 gets routine security patches
Camunda is a monorepo platform spanning Zeebe (workflow engine), Operate, Tasklist, and Optimize. The 8.7 line is in maintenance mode—receiving dependency security patches and Jetty/log4j CVE bumps. The 8.10 alpha series is active, working through a wide backlog of correctness issues: Raft reconfiguration deadlocks, RDBMS physical tenant bugs, CSL authentication failures in Optimize, and a write-retry backoff regression that had slowed Zeebe processing 3–16x.
Float adds AI experience profiles and multi-currency rate cards — expanding from scheduling into project economics.
Float is a resource scheduling and time-tracking platform for agencies and professional services teams, shipping roughly every 2–3 weeks. The last 90 days show two substantive sparks: AI-powered experience profiles that surface who on the team has done similar work before, and multi-currency rate cards that bring consistent billing across clients and regions. Supporting releases added a dedicated Rates tab, Zapier project templates, people codes, and new API endpoints for project templates and rate cards.
Camunda is a monorepo platform spanning Zeebe (workflow engine), Operate, Tasklist, and Optimize. The 8.7 line is in maintenance mode—receiving dependency security patches and Jetty/log4j CVE bumps. The 8.10 alpha series is active, working through a wide backlog of correctness issues: Raft reconfiguration deadlocks, RDBMS physical tenant bugs, CSL authentication failures in Optimize, and a write-retry backoff regression that had slowed Zeebe processing 3–16x.
The 8.10 alpha indicates Camunda is working toward a release that resolves accumulated platform debt across the distributed engine, secondary storage, and observability stack. The scale of the bug list—covering everything from Raft membership changes to Swagger UI regressions—suggests 8.10 is a stabilization release rather than a feature milestone. No major architectural or capability-surface changes are visible in this window.
8.10 will move to beta once the Raft, RDBMS physical tenant, and CSL authentication issues are resolved. The pattern of fixing fundamental distributed-engine correctness bugs suggests the team is clearing blockers before announcing a GA.
Float is a resource scheduling and time-tracking platform for agencies and professional services teams, shipping roughly every 2–3 weeks. The last 90 days show two substantive sparks: AI-powered experience profiles that surface who on the team has done similar work before, and multi-currency rate cards that bring consistent billing across clients and regions. Supporting releases added a dedicated Rates tab, Zapier project templates, people codes, and new API endpoints for project templates and rate cards.
Float is building the financial layer of resource management — rate cards, multi-currency support, and a Rates tab form a coherent billing workflow that didn't exist six months ago. In parallel, AI experience profiles signal entry into talent-matching territory: the product can now answer 'who has done this type of work before' rather than just 'who is available.' These two vectors together position Float as a project economics tool, not just a scheduling view. The API expansion follows the financial features, suggesting partner and integration investment.
The most likely next move is connecting AI experience profiles directly into project assignment — auto-suggesting matches during scheduling based on past work. On the billing side, rate card data likely feeds a revenue or margin reporting view as the next logical release.
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 Camunda or Float.
NocoBase's AI knowledge base gains authenticated federation API as security hardening accelerates
Clockwise shut down on March 27, 2026—data deleted, Reclaim.ai designated as the migration path.
Tracecat hits v1.0.0 with open-sourced agent stack and SSRF-hardened MCP, starts 1.1.0 alpha the same day.
RentRedi ships AI maintenance triage and multi-entity portfolios across a two-month ops stack build-out
SmartSuite adds EU/US data residency at sign-up and ships three Linked Record enhancements in one sprint, signaling an enterprise push.
Hive is in a high-cadence improvement cycle — three releases on September 18 alone, all UX refinements.
See all Camunda alternatives → · See all Float alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Float 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. Float 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 PM products to evaluate alongside.
Top Camunda alternatives in PM are ranked by recent ship velocity. Browse the "Camunda alternatives" section above for the current picks, or visit /alternatives/camunda for the full list with editorial commentary on each.
Top Float alternatives in PM are ranked by recent ship velocity. Browse the "Float alternatives" section above for the current picks, or visit /alternatives/float for the full list with editorial commentary on each.