Atarim
Atarim is turning its AI agency into something owners can audit and pace.
A side-by-side editorial comparison of Huly and NocoBase — release velocity, themes, recent moves, and the top alternatives to consider.
Huly ships near-weekly builds, but its release notes say almost nothing about what changed.
Huly's GitHub releases are a steady run of s0.7.x tags, roughly one every few days through July, each published as a bare 'merge develop' note. The only titled entries are a package update and a test fix. Readers get a cadence signal, not a feature signal.
NocoBase keeps wiring its AI employees into real data, citations and model choice.
NocoBase runs two release trains, 2.4 alphas and 2.3 betas, that mostly carry the same fixes, and most of those fixes target the v2 client's forms, sub-tables and workflow nodes. The AI employees feature gets something in most releases: knowledge-base citations, prompt-cache reuse, data-scope-aware query tools and new LLM providers. Security hardening, including SSRF blocking and preventing secret env-var leaks, has also been landing.
Huly's GitHub releases are a steady run of s0.7.x tags, roughly one every few days through July, each published as a bare 'merge develop' note. The only titled entries are a package update and a test fix. Readers get a cadence signal, not a feature signal.
The tag stream shows active development on the 0.7 line, but the releases record no user-facing changes, so the direction of the product cannot be read from them. The feed also goes quiet after 1 August, which is either a pause in tagging or a move to a different release channel.
The entries do not support a confident call on Huly's next feature; the clearest observable signal would be whether s0.7.x tagging resumes after the August gap.
NocoBase runs two release trains, 2.4 alphas and 2.3 betas, that mostly carry the same fixes, and most of those fixes target the v2 client's forms, sub-tables and workflow nodes. The AI employees feature gets something in most releases: knowledge-base citations, prompt-cache reuse, data-scope-aware query tools and new LLM providers. Security hardening, including SSRF blocking and preventing secret env-var leaks, has also been landing.
The v2 client is in a stabilization phase, and the fix-heavy changelog suggests a 2.3 general release is close. AI employees are moving from a chat add-on toward grounded agents that respect permissions and cite their sources.
Expect a 2.3 stable release once the beta fix rate falls, with AI employee features such as citations and new providers promoted from alpha into it.
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 Huly or NocoBase.
Atarim is turning its AI agency into something owners can audit and pace.
Planka's release feed tracks its Helm chart, not the board app itself.
Hive keeps sanding down daily friction, now in timesheets and AI connection settings.
Camunda's 8.10 RC train turns into a bug sweep while 8.7 Optimize stays on CVE duty.
SmartSuite opens its workspace to AI assistants through a hosted MCP server that acts as the user.
Fibery is letting AI build the entity page itself, not just the apps around it.
See all Huly alternatives → · See all NocoBase alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. NocoBase is currently shipping more aggressively (velocity 7.5 vs 0.0), 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. NocoBase is currently shipping more aggressively (velocity 7.5 vs 0.0), 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 Huly alternatives in PM are ranked by recent ship velocity. Browse the "Huly alternatives" section above for the current picks, or visit /alternatives/huly for the full list with editorial commentary on each.
Top NocoBase alternatives in PM are ranked by recent ship velocity. Browse the "NocoBase alternatives" section above for the current picks, or visit /alternatives/nocobase for the full list with editorial commentary on each.