Tracecat
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
A side-by-side editorial comparison of Grocy and Hive — release velocity, themes, recent moves, and the top alternatives to consider.
Grocy 4.7 reorganizes authentication middleware and ships accent-insensitive search across the product.
Grocy 4.7 is the most actively maintained version in over a year, with 4.7.0 shipping a breaking authentication middleware reorganization and 4.7.1 following quickly with bug fixes and a new product copy API endpoint. Earlier in 2026, 4.6.0 dropped support for PHP below 8.5 and improved quantity unit handling — the first time the project has enforced a PHP version floor in some time.
Hive lets agents act on proof feedback and puts its tasks inside Claude and ChatGPT.
Hive is a project management suite with an increasingly strong creative-proofing layer and Buzz, an AI assistant that now spans dashboards, proofing and forms. In two days it shipped PDF text editing in which agents apply review feedback as a new version, review-progress counts in Proofing, Buzz reports on time data, batch-scheduled dashboard reports and a rebuilt mobile action card.
Grocy 4.7 is the most actively maintained version in over a year, with 4.7.0 shipping a breaking authentication middleware reorganization and 4.7.1 following quickly with bug fixes and a new product copy API endpoint. Earlier in 2026, 4.6.0 dropped support for PHP below 8.5 and improved quantity unit handling — the first time the project has enforced a PHP version floor in some time.
Grocy is maturing as a self-hosted household management platform with deliberate but slow progress. The PHP 8.5 mandate signals the team is willing to break older environments to simplify the codebase. Authentication improvements suggest growing attention to multi-user scenarios beyond the original single-household use case.
Given the cadence — roughly two feature releases per year — the next version will likely improve the mobile experience or expand API coverage for integrations, as those are the most common community asks not yet addressed.
Hive is a project management suite with an increasingly strong creative-proofing layer and Buzz, an AI assistant that now spans dashboards, proofing and forms. In two days it shipped PDF text editing in which agents apply review feedback as a new version, review-progress counts in Proofing, Buzz reports on time data, batch-scheduled dashboard reports and a rebuilt mobile action card.
Hive is building a review loop that agents can close: comments and Buzz AI suggestions now have an action path, not just a display. At the same time it is moving its work surface outward through MCP, so tasks show up in third-party assistants. Reporting and mobile UX are getting steady attention alongside both.
Expect agents to take on more write actions through the MCP connector, likely creating and updating tasks, as the proofing loop matures.
Other PM products tracked by Sparkpulse, ranked by recent ship velocity. Tap any card for the full editorial trajectory or compare directly with Grocy.
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
NocoBase's Runner Agent gets conversation management, task links and agent switching mid-thread.
Camunda opens the 8.11 cycle with job-worker fixes and variable metadata across gRPC, REST and MCP.
Todoist's 2026 bets are on capture: voice via Ramble, photos and files via Task Capture.
Atarim's AI experts now propose changes to live pages as drafts, and the app runs on phones.
Fibery's MCP server can now upload local files, so AI assistants can attach screenshots and images.
Other PM products tracked by Sparkpulse, ranked by recent ship velocity. Tap any card for the full editorial trajectory or compare directly with Hive.
At Universe, GitHub folds Copilot into Enterprise seats and lets Copilot Fusion pick the model.
SiYuan 3.8.9 reaches RC, adding AI-agent extraction of images embedded in PDFs.
KACE extends its PHP2SHELL fix to the SDA deployment appliance, six days after disclosure.
Mattermost v12 puts user-scoped permissions, private models and audit trails on every agent action.
AFFiNE's canaries stay on upkeep: a Swift Collections bump follows CVE and migration fixes.
Teable's Structured Query v2 now reports across multi-hop relations, with a strict mode against SQL.
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Hive is currently shipping more aggressively (velocity 6.3 vs 5.0), 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. Hive is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 Grocy alternatives in PM are ranked by recent ship velocity. Browse the "Grocy alternatives" section above for the current picks, or visit /alternatives/grocy for the full list with editorial commentary on each.
Top Hive alternatives in PM are ranked by recent ship velocity. Browse the "Hive alternatives" section above for the current picks, or visit /alternatives/hive for the full list with editorial commentary on each.