Tracecat
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
A side-by-side editorial comparison of Aha! and Grocy — release velocity, themes, recent moves, and the top alternatives to consider.
Aha! ships MCP connectors for Elle and opens Builder to 3,000+ integrations, deepening AI product workflows
Aha! is actively extending its AI surface across two axes: Elle, the AI assistant, now connects to external tools via MCP (GitHub, Linear, Jira), and Aha! Builder apps can integrate with 3,000+ external services. Customer research capabilities are also being surfaced in Slack and Teams via AI-generated clips. The product is positioning itself as an AI-native product management platform, not just a traditional roadmapping tool.
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.
Aha! is actively extending its AI surface across two axes: Elle, the AI assistant, now connects to external tools via MCP (GitHub, Linear, Jira), and Aha! Builder apps can integrate with 3,000+ external services. Customer research capabilities are also being surfaced in Slack and Teams via AI-generated clips. The product is positioning itself as an AI-native product management platform, not just a traditional roadmapping tool.
Aha! is building toward an AI product management layer that talks to all the tools product teams already use — via both its own app builder and MCP connectors. Elle is accumulating integrations that let it act as an agent across the development toolchain, not just answer questions in isolation. Expect continued expansion of MCP-connected tools and the Builder's integration surface.
Elle will gain write permissions across MCP-connected tools (not just read), enabling direct issue creation and status updates from within Aha! — the natural next step after establishing read connections.
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.
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 Aha! or 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.
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Aha! is currently shipping more aggressively (velocity 8.8 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. Aha! is currently shipping more aggressively (velocity 8.8 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 Aha! alternatives in PM are ranked by recent ship velocity. Browse the "Aha! alternatives" section above for the current picks, or visit /alternatives/aha for the full list with editorial commentary on each.
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.