Twenty vs Dubsado
Side-by-side trajectory, velocity, and editorial themes.
Twenty's open-source CRM hits v2.5 while wiring AI agents and credit-metered billing into the workflow core.
Twenty is shipping fast on its v2.x line, with five releases across April and May pushing AI agents as first-class workflow nodes and rolling out a billing v2 that meters AI credit usage. The release cadence shows the cost of that ambition: a string of cross-version upgrade hotfixes, agent-node execution bugs, and modal-loading regressions has accompanied the new surface area. The team is leaning into incremental hotfixes (v2.5.0 to v2.5.3 within four days) rather than batching.
AI agents and credit-based metering are becoming structural to the product, not optional add-ons — the architecture is being reshaped to gate billing at AI entry points rather than per workflow step. Meanwhile the workspace migration runner keeps surfacing cascade-dependency bugs as the schema evolves, suggesting an underlying brittleness that will need a structural fix. The pattern is: new capability ships, upgrade paths break, hotfix lands.
Expect a consolidation release that hardens the workspace migration runner against cascading column dependencies — the recurring pattern of fixing this case-by-case (v2.5.0, then the band-aids in #20581/#20583) signals a refactor is overdue. AI agent capabilities will continue expanding as the credit-cap architecture matures.
Dubsado is in heads-down polish mode, shipping QoL fixes weekly for service-business owners.
Dubsado is on a fast cadence of small, customer-driven improvements: calendar reliability rebuilds, template tagging and archiving, prevent-reschedule controls, custom field reordering, smart fields in invoices, expanded bulk actions. Releases are typically bundled changelogs with dozens of fixes. Several are re-published across feeds with minor copy variants.
The team is investing in quality-of-life work over new categories — making the existing CRM stickier for solo and small-team service businesses. Many releases trace back to direct customer requests, including the recent ambassador event, suggesting a deliberate close-the-loop approach to roadmap. There is no visible push toward AI features or platform extension.
Expect this rhythm to continue with calendar/scheduling and template-management as the primary lanes. Customer-vertical specialization (hair, makeup, photography) will likely surface as preset templates or industry packages, given the ambassador-driven feedback loop.
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