Tracecat
Tracecat hits v1.0.0 with open-sourced agent stack and SSRF-hardened MCP, starts 1.1.0 alpha the same day.
A side-by-side editorial comparison of Float and Wakapi — release velocity, themes, recent moves, and the top alternatives to consider.
Float adds AI experience profiles and multi-currency rate cards — expanding from scheduling into project economics.
Float is a resource scheduling and time-tracking platform for agencies and professional services teams, shipping roughly every 2–3 weeks. The last 90 days show two substantive sparks: AI-powered experience profiles that surface who on the team has done similar work before, and multi-currency rate cards that bring consistent billing across clients and regions. Supporting releases added a dedicated Rates tab, Zapier project templates, people codes, and new API endpoints for project templates and rate cards.
A critical auth bypass lands in the middle of Wakapi's slow identity rebuild.
Wakapi's recent releases cluster around identity and deployment rather than time tracking itself: OpenID Connect login, then an OIDC-only mode, multiple API keys per user, and a switch from Alpine to a distroless nonroot container image. The 2.17.x line has carried two security fixes now — a responsibly disclosed issue in 2.17.3, and a critical authentication bypass in 2.17.6 caused by a shared cache key namespace. Release notes are mostly bare issue numbers, so several entries state that something changed without saying what.
Float is a resource scheduling and time-tracking platform for agencies and professional services teams, shipping roughly every 2–3 weeks. The last 90 days show two substantive sparks: AI-powered experience profiles that surface who on the team has done similar work before, and multi-currency rate cards that bring consistent billing across clients and regions. Supporting releases added a dedicated Rates tab, Zapier project templates, people codes, and new API endpoints for project templates and rate cards.
Float is building the financial layer of resource management — rate cards, multi-currency support, and a Rates tab form a coherent billing workflow that didn't exist six months ago. In parallel, AI experience profiles signal entry into talent-matching territory: the product can now answer 'who has done this type of work before' rather than just 'who is available.' These two vectors together position Float as a project economics tool, not just a scheduling view. The API expansion follows the financial features, suggesting partner and integration investment.
The most likely next move is connecting AI experience profiles directly into project assignment — auto-suggesting matches during scheduling based on past work. On the billing side, rate card data likely feeds a revenue or margin reporting view as the next logical release.
Wakapi's recent releases cluster around identity and deployment rather than time tracking itself: OpenID Connect login, then an OIDC-only mode, multiple API keys per user, and a switch from Alpine to a distroless nonroot container image. The 2.17.x line has carried two security fixes now — a responsibly disclosed issue in 2.17.3, and a critical authentication bypass in 2.17.6 caused by a shared cache key namespace. Release notes are mostly bare issue numbers, so several entries state that something changed without saying what.
The direction is a self-hosted tool making itself deployable somewhere other than one developer's server. External identity providers, an option to disable local login entirely, per-key credentials and a container that runs as a nonroot user are the requirements that come from someone else's security review. The 2.17.6 bypass sits awkwardly against that: a cache keyed without proper namespacing is exactly the class of bug that multi-tenant deployment surfaces, which suggests the auth work is now being exercised harder than the code was written for. Releases have also thinned to roughly one a month from a much faster earlier cadence.
The identity and packaging thread is the only sustained one in this feed, so further hardening in that area is the most likely continuation; the sparse release notes make anything more specific guesswork.
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 Float or Wakapi.
Tracecat hits v1.0.0 with open-sourced agent stack and SSRF-hardened MCP, starts 1.1.0 alpha the same day.
RentRedi ships AI maintenance triage and multi-entity portfolios across a two-month ops stack build-out
SmartSuite adds EU/US data residency at sign-up and ships three Linked Record enhancements in one sprint, signaling an enterprise push.
Hive is in a high-cadence improvement cycle — three releases on September 18 alone, all UX refinements.
My Hours ships MCP support for Claude — time logging and timesheet retrieval are now conversational operations.
Fibery rebuilt its AI agent from scratch — model picker, streaming output, whiteboard read/write all ship together
See all Float alternatives → · See all Wakapi alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Float is currently shipping more aggressively (velocity 6.3 vs 2.5), 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. Float is currently shipping more aggressively (velocity 6.3 vs 2.5), 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 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.
Top Wakapi alternatives in PM are ranked by recent ship velocity. Browse the "Wakapi alternatives" section above for the current picks, or visit /alternatives/wakapi for the full list with editorial commentary on each.