Windmill
Windmill is dismantling the paywall between itself and the data stack
A side-by-side editorial comparison of rsconnect and usethis — release velocity, themes, recent moves, and the top alternatives to consider.
The deployment client is being rebuilt around credentials it never has to store.
rsconnect is the publishing client for Posit Connect and shinyapps.io, and the last year has changed both ends of it. The HTTP layer moved to httr2 and the Connect API to v1; Posit Cloud publishing was removed outright and Posit Connect Cloud added in its place; and authentication picked up identity federation from Posit Workbench, Snowflake-hosted Connect with browser-based auth, and Snowflake connection names read from connections.toml. The most recent release fixes a regression that broke deployment entirely in air-gapped environments.
usethis swaps in the Air formatter and stops assuming RStudio is the editor
usethis is the tidyverse's project-scaffolding tool and, unlike much of the r-lib cohort, is still actively developed. Recent work moves it off its own assumptions: the cli package replaced its homegrown UI layer in 3.0.0, and 3.2.0 replaced tidy-style formatting with Air while widening what counts as a project root.
rsconnect is the publishing client for Posit Connect and shinyapps.io, and the last year has changed both ends of it. The HTTP layer moved to httr2 and the Connect API to v1; Posit Cloud publishing was removed outright and Posit Connect Cloud added in its place; and authentication picked up identity federation from Posit Workbench, Snowflake-hosted Connect with browser-based auth, and Snowflake connection names read from connections.toml. The most recent release fixes a regression that broke deployment entirely in air-gapped environments.
Two threads run through this. The first is credential elimination — every recent auth change replaces a stored secret with a token the runtime can mint, whether that is Workbench identity federation or a Snowflake connection profile. The second is dependency capture getting stricter about what it actually needs: renv profiles outside the project root, pak-installed packages resolved against configured repositories, and Bioconductor contacted only when a Bioconductor package is genuinely present. Both are the problems you hit deploying inside a regulated network.
Expect the httr2 escape hatch option to be removed once the migration settles, and expect the mcp content category added in 1.10.1 to grow real configuration rather than staying an inferred default.
usethis is the tidyverse's project-scaffolding tool and, unlike much of the r-lib cohort, is still actively developed. Recent work moves it off its own assumptions: the cli package replaced its homegrown UI layer in 3.0.0, and 3.2.0 replaced tidy-style formatting with Air while widening what counts as a project root.
The direction is de-RStudio-ing. Project detection now recognizes a VS Code settings file, a Quarto config, or an renv lockfile; use_course() opens folders in Positron as readily as RStudio; Quarto is a first-class vignette and project format. usethis is being rebuilt around the editor and format plurality that has grown up around R, and the pre-3.0 RStudio-and-styler era is being deprecated out.
Expect Quarto and Positron support to keep filling in - create_quarto_project() is still flagged experimental - and further deprecation of the RStudio-specific and styler-era helpers.
Other Infra & APIs 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 rsconnect or usethis.
Windmill is dismantling the paywall between itself and the data stack
Resend is wiring itself into every agent runtime it can reach, one standard at a time
vdiffr finished its job in 2021 and has been tracking compilers ever since.
A package whose release calendar is written by whoever ships the next Rtools.
DNSControl v5 is feature complete and counting down to an August ship date
highr is finished software: one-line releases every year or two
See all rsconnect alternatives → · See all usethis alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. rsconnect and usethis are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). 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. rsconnect and usethis are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
Top rsconnect alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "rsconnect alternatives" section above for the current picks, or visit /alternatives/rsconnect for the full list with editorial commentary on each.
Top usethis alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "usethis alternatives" section above for the current picks, or visit /alternatives/usethis for the full list with editorial commentary on each.