httpuv
httpuv ships almost nothing, which is what you want from the web server under Shiny
Comparison · DevOps
Rollbar vs withr
A side-by-side editorial comparison of Rollbar and withr — release velocity, themes, recent moves, and the top alternatives to consider.
Rollbar vs withr: at a glance
| Feature | Rollbar | withr |
|---|---|---|
| Sector | DevOps | DevOps |
| Velocity score | 6.3 | 0.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | ai-agents, root-cause-analysis, credit-pricing, github-integration | state-management, testing, performance, base-r |
| Last editorial update | 17h ago | 49m ago |
| Website | — | Visit → |
What is Rollbar?
Rollbar's AI arc reaches its endpoint: the error tracker now opens the pull request.
Rollbar spent 2026 converting error tracking into an AI workflow, and the Resolve agent is where that lands — production errors now come back as pull requests carrying a fix, test results, and a root cause. The monetization moved with it: AI features bill against a credit pool sold separately from plan tier, with no per-seat charge. Around that core, the platform work has been deliberately unglamorous, covering account-wide API tokens, an MCP server, session replay timelines, and a settings UI rebuild.
What is withr?
withr rebuilt defer() on base R's own on.exit(), and got much faster for it
withr provides the with_ and local_ functions that temporarily change global state and restore it on exit - the cleanup primitive under most of the tidyverse test suites. Version 3.0.0 reimplemented defer() as a thin wrapper over base::on.exit(), which the maintainers made possible by contributing the required arguments to R 3.5 itself. Everything since has been small correctness work.
Rollbar vs withr: editorial side-by-side
Rollbar
6.3DEVOPS
Rollbar's AI arc reaches its endpoint: the error tracker now opens the pull request.
◆ Current state
Rollbar spent 2026 converting error tracking into an AI workflow, and the Resolve agent is where that lands — production errors now come back as pull requests carrying a fix, test results, and a root cause. The monetization moved with it: AI features bill against a credit pool sold separately from plan tier, with no per-seat charge. Around that core, the platform work has been deliberately unglamorous, covering account-wide API tokens, an MCP server, session replay timelines, and a settings UI rebuild.
◆ Where it's heading
The product is moving from telling you what broke to handing you the change that fixes it, and each release since April closed part of that loop — root cause in April, cheap access to it in June, codebase reach via MCP and account tokens in July, code generation and test execution in August. Credits rather than seats are the pricing unit, which lets Rollbar put agent features on the free plan without cannibalizing tier upgrades. Moving code access onto a dedicated GitHub App suggests that reach is now treated as infrastructure rather than an integration.
◆ Prediction
Expect Resolve to exit beta with credit consumption as the primary lever, and the agent to reach past single-error fixes — the cross-project correlation and telemetry already assembled for root cause analysis are the obvious next inputs.
withr
0.0DEVOPS
withr rebuilt defer() on base R's own on.exit(), and got much faster for it
◆ Current state
withr provides the with_ and local_ functions that temporarily change global state and restore it on exit - the cleanup primitive under most of the tidyverse test suites. Version 3.0.0 reimplemented defer() as a thin wrapper over base::on.exit(), which the maintainers made possible by contributing the required arguments to R 3.5 itself. Everything since has been small correctness work.
◆ Where it's heading
The arc here is a package pushing its own machinery down into base R and then living off the result. Once defer() became on.exit(), the remaining work is about where cleanup is allowed to happen - knitr documents, source() calls, the global environment, session end - and about restoring state correctly when an expression exits early. Releases are now infrequent and CRAN-driven.
◆ Prediction
Expect continued low-volume releases fixing edge cases in where deferred handlers run; with the core delegated to base R, there is little left that would prompt a larger change.
Alternatives to Rollbar and withr
Other DevOps 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 Rollbar or withr.
promises
promises drops R6 for plain environments and wires async work into OpenTelemetry
htmltools
htmltools spends three releases walking back its own fill-layout opinions
xml2
xml2 relicensed to MIT, then moved its hot accessors from S3 into C
httr
httr's last releases are housekeeping - the package now points users at httr2
magrittr
magrittr rewrote its pipe in C, then base R shipped one and the releases stopped
See all Rollbar alternatives → · See all withr alternatives →
Recent activity from Rollbar and withr
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoRollbarResolve now writes the PR that fixes your errors ⚡
- 16d agoRollbarOne Token, Every Project
- 1mo agowithrlocal_seed() actually preserves the seed now
- 1mo agoRollbarDebug Race Conditions in Real Time with Session Replay's Event Timeline
- 2mo agoRollbarYou don't need a paid plan to use AI Root Cause Analysis ⚡
- 3mo agoRollbarVersions & Deploys, now on your Dashboard
- 4mo agoRollbarAI Root Cause Analysis ⚡
- 1y agowithrlocal_language() no longer warns when set to C
- 2y agowithrdefer() becomes a thin wrapper over base::on.exit() ⚡
- 4y agowithrCleanup works inside Rmd and source(); with_() gains a getter
- 4y agowithrNew maintainer; handlers run at session end
- 5y agowithrlocal_options() can set NULL; with_seed() controls RNG kind
Frequently asked questions
What is the difference between Rollbar and withr?
They serve adjacent needs but don't currently overlap on shipped themes. Rollbar is currently shipping more aggressively (velocity 6.3 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.
Is Rollbar better than withr?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Rollbar is currently shipping more aggressively (velocity 6.3 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 DevOps products to evaluate alongside.
What are the best alternatives to Rollbar?
Top Rollbar alternatives in DevOps are ranked by recent ship velocity. Browse the "Rollbar alternatives" section above for the current picks, or visit /alternatives/rollbar for the full list with editorial commentary on each.
What are the best alternatives to withr?
Top withr alternatives in DevOps are ranked by recent ship velocity. Browse the "withr alternatives" section above for the current picks, or visit /alternatives/withr for the full list with editorial commentary on each.