Zoho Recruit
Zoho Recruit opened the ATS to AI tools via MCP, then spent the summer closing integration gaps.
A side-by-side editorial comparison of Miter and TimeTagger — release velocity, themes, recent moves, and the top alternatives to consider.
Miter added accounts payable and opened a free API — it's no longer just construction payroll.
Miter ships one large digest every one to two months rather than continuous entries, and each is organized by module: HR, Payroll, Field Ops, Spend, Platform, Ecosystem. The summer update is the broadest yet, adding an Accounts Payable module, API 2.0 as a free self-serve install, Safety Passport credential verification, entity-scoped granular permissions, and a run of payroll and compliance work including California break rules and OSHA report generation.
A time tracker that ships twice a year and spends it on self-hosters.
TimeTagger is a self-hosted time tracker maintained by a small core with a steady stream of outside contributions. Releases land two or three times a year and bundle whatever community PRs arrived rather than a planned roadmap. Recent work concentrates on the deployment and integration surface — an API for external tooling, a hardened default binding, offline usage — rather than the tracking UI itself.
Miter ships one large digest every one to two months rather than continuous entries, and each is organized by module: HR, Payroll, Field Ops, Spend, Platform, Ecosystem. The summer update is the broadest yet, adding an Accounts Payable module, API 2.0 as a free self-serve install, Safety Passport credential verification, entity-scoped granular permissions, and a run of payroll and compliance work including California break rules and OSHA report generation.
The module list keeps growing outward from payroll into everything a contractor's back office touches, and the last two releases added the two things a platform needs that a payroll product does not: a spend module of its own and an open, unmetered API. Vote counts published against each feature show the roadmap is being run off customer demand, and the compliance work is concentrated where construction is most exposed — break rules, OSHA, prevailing rate calculations.
Expect the Spend module to keep filling out around Accounts Payable, and third-party integrations built on API 2.0 to start appearing in the Ecosystem section of the next digest.
TimeTagger is a self-hosted time tracker maintained by a small core with a steady stream of outside contributions. Releases land two or three times a year and bundle whatever community PRs arrived rather than a planned roadmap. Recent work concentrates on the deployment and integration surface — an API for external tooling, a hardened default binding, offline usage — rather than the tracking UI itself.
The center of gravity has moved from the timeline UI toward how an instance is run and scripted against. v25.12.1 added a version endpoint and server-side record filters, which are the pieces an operator needs to automate against a deployment; v24.12.2 moved the default bind to loopback after an auth gap. The app-facing changes in the same window are smaller and mostly contributed.
The next release will most likely extend the records API further, since that is where the last cycle of contributions concentrated. The two-releases-a-year cadence gives no basis for predicting when.
Other HR 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 Miter or TimeTagger.
Zoho Recruit opened the ATS to AI tools via MCP, then spent the summer closing integration gaps.
Workable is localizing hard while its hiring agent quietly gets adjustable.
Wagepoint put AI at the payroll approval gate, then spent a week arguing about where else it belongs.
Eightfold has moved from screening candidates to running the interview loop itself.
Gauzy's React rewrite becomes a tenant-level switch, and its AI chat learns to listen
Tanda starts encoding state statute into the roster itself, not just the pay run.
See all Miter alternatives → · See all TimeTagger alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Miter is currently shipping more aggressively (velocity 3.8 vs 0.0), 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. Miter is currently shipping more aggressively (velocity 3.8 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other HR products to evaluate alongside.
Top Miter alternatives in HR are ranked by recent ship velocity. Browse the "Miter alternatives" section above for the current picks, or visit /alternatives/miter for the full list with editorial commentary on each.
Top TimeTagger alternatives in HR are ranked by recent ship velocity. Browse the "TimeTagger alternatives" section above for the current picks, or visit /alternatives/timetagger for the full list with editorial commentary on each.