Tracecat
Tracecat 1.2.0 goes stable in under two days: sub-cases, workflow forms and on-prem tunnels.
A side-by-side editorial comparison of Avaza and Float — release velocity, themes, recent moves, and the top alternatives to consider.
Avaza ships an MCP server, opening its professional-services suite to AI clients
Avaza is moving on two fronts: a notable strategic push — an MCP server that exposes projects, time-tracking, and billing data to AI clients — and steady product improvements (custom project statuses, a rebuilt subtask model with assignees and time tracking). Educational content reinforces the professional-services positioning around capacity, risk, and resource planning.
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.
Avaza is moving on two fronts: a notable strategic push — an MCP server that exposes projects, time-tracking, and billing data to AI clients — and steady product improvements (custom project statuses, a rebuilt subtask model with assignees and time tracking). Educational content reinforces the professional-services positioning around capacity, risk, and resource planning.
Avaza is positioning itself to become the system AI agents read from and write to when a professional-services workflow needs context — quotes, billable hours, project status. The MCP server is the infrastructure for that bet; the subtask rebuild and status customization narrow the gap with heavier-weight project management tools. Cadence is moderate, but the MCP move is unusual for an SMB-focused vendor.
Expect use-case content showing the MCP server driving Claude or ChatGPT workflows around timesheet entry, invoice drafting, and project status updates. Further automation surfaces (webhooks, agentic billing) are likely follow-ons given the MCP foundation.
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 Avaza or Float.
Tracecat 1.2.0 goes stable in under two days: sub-cases, workflow forms and on-prem tunnels.
SmartSuite's dashboard filters learn to exclude, as admin undo reaches deleted teams.
RentRedi opens tenant chats to teammates, part of a run of fixes for landlords with staff.
Hive makes its AI proofer a named approver and lets workflow buttons open prefilled Forms.
NocoBase's 2.x line keeps shipping fixes while the agent stack runs in betas.
Fibery hands integrations to AI: describe any HTTP API and it builds, tests and hosts the connector.
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Avaza 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. Avaza 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 Avaza alternatives in PM are ranked by recent ship velocity. Browse the "Avaza alternatives" section above for the current picks, or visit /alternatives/avaza 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.