Tracecat
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
A side-by-side editorial comparison of Fibery and Float — release velocity, themes, recent moves, and the top alternatives to consider.
Fibery's MCP server can now upload local files, so AI assistants can attach screenshots and images.
Fibery's October 22 release is small: rich text accepts multiple files at once, with new upload and upload-by-link options, and the MCP server lets an AI assistant upload files from the user's computer into file fields or rich text. It follows three heavier releases: AI-built custom integrations, Custom Apps as entity views, and a rebuilt AI agent.
Float is moving from who's-free scheduling toward staffing on experience and pricing on rate cards.
Float's 2026 releases add commercial and intelligence layers on top of its core scheduler: multi-currency rate cards, a Rates tab, and AI experience profiles that surface who has done similar work before. API and Zapier coverage for project templates and rate cards keeps those layers open to automation. The October releases are scheduler polish: clearer role display, then calendar event statuses, faster allocation entry and project update improvements.
Fibery's October 22 release is small: rich text accepts multiple files at once, with new upload and upload-by-link options, and the MCP server lets an AI assistant upload files from the user's computer into file fields or rich text. It follows three heavier releases: AI-built custom integrations, Custom Apps as entity views, and a rebuilt AI agent.
Fibery is making AI the main builder and operator of the workspace: the agent, Custom Apps, AI-generated integrations and an MCP server that now handles code execution and files. The weekly cadence alternates big AI releases with quality-of-life updates like this one.
Expect the custom-integration preview to widen and the MCP server to gain more write actions; another large AI release is likely within a few weeks given the pattern.
Float's 2026 releases add commercial and intelligence layers on top of its core scheduler: multi-currency rate cards, a Rates tab, and AI experience profiles that surface who has done similar work before. API and Zapier coverage for project templates and rate cards keeps those layers open to automation. The October releases are scheduler polish: clearer role display, then calendar event statuses, faster allocation entry and project update improvements.
The product is reaching from resource availability into project economics and staffing judgment. Rates, roles and experience data are becoming first-class objects, while October's work tightens the daily scheduling loop that those layers sit on.
Expect role- and rate-aware forecasting next, such as budget or margin projections tied to the roles assigned in a plan. The entries show the data model forming but not yet the forecasting output.
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 Fibery or Float.
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.
SmartSuite adds a scheduled JavaScript runtime with secrets and run history.
See all Fibery 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. Fibery is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 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. Fibery is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 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 Fibery alternatives in PM are ranked by recent ship velocity. Browse the "Fibery alternatives" section above for the current picks, or visit /alternatives/fibery 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.