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A young ML metrics package rewrote its own backend twice in six months chasing speed.
Comparison · Infra & APIs
Fail2Ban vs plogr
A side-by-side editorial comparison of Fail2Ban and plogr — release velocity, themes, recent moves, and the top alternatives to consider.
Fail2Ban vs plogr: at a glance
What is Fail2Ban?
Fail2Ban finally ships 1.1.1 after 14 months in beta, with a botched deb package on the way out the door
Fail2Ban watches log files for authentication failures and bans the offending addresses through the local firewall. It remains a default component of Linux server hardening, and its release cadence has never matched that prominence — six releases in the eight years before this one. The 1.1.1 final has now landed, closing a beta that had sat unfinished since June 2025, and it installs a systemd-managed socket rather than relying solely on the daemon's own startup.
What is plogr?
A logging header for Rcpp packages that sat untouched for nine years, then changed how it switches on
plogr ships a stripped build of the plog C++ logging library as an R package, so other packages with C++ code can log through REprintf() and have output land in the R console rather than stdout. It is a header-only dependency with no R-level API to speak of. Three releases in September 2016 established it; the next arrived in November 2025.
Fail2Ban vs plogr: editorial side-by-side
Fail2Ban
2.5INFRA · APIS
Fail2Ban finally ships 1.1.1 after 14 months in beta, with a botched deb package on the way out the door
◆ Current state
Fail2Ban watches log files for authentication failures and bans the offending addresses through the local firewall. It remains a default component of Linux server hardening, and its release cadence has never matched that prominence — six releases in the eight years before this one. The 1.1.1 final has now landed, closing a beta that had sat unfinished since June 2025, and it installs a systemd-managed socket rather than relying solely on the daemon's own startup.
◆ Where it's heading
The pattern is long silences broken by releases that mostly absorb external change — Python 3.12 and 3.13 compatibility in 1.1.0, a Dovecot filter regression in 1.0.2 — with the substance deferred to a ChangeLog the feed does not carry. What is different this time is the contributor list, which runs to a dozen first-time contributors, suggesting the delay was throughput rather than abandonment. The release also had to be re-cut: the first Debian package shipped with wrong paths from a missing systemd-dev build dependency and was pulled and replaced.
◆ Prediction
Given the beta-to-final gap just closed and the volume of first-time contributors merged into it, the useful thing to watch is whether the next release arrives in months rather than years; the entries do not indicate what it would contain.
plogr
0.0INFRA · APIS
A logging header for Rcpp packages that sat untouched for nine years, then changed how it switches on
◆ Current state
plogr ships a stripped build of the plog C++ logging library as an R package, so other packages with C++ code can log through REprintf() and have output land in the R console rather than stdout. It is a header-only dependency with no R-level API to speak of. Three releases in September 2016 established it; the next arrived in November 2025.
◆ Where it's heading
There is almost no trajectory to read here, which is itself the finding — the package was finished in a week and stayed finished. The 2025 release is the first change in nine years and it tightens the activation contract: logging now does nothing unless PLOGR_ENABLE is defined at compile time, so packages depending on it get silence by default rather than unexpected output. A GCC-specific fix for function names in multi-argument template classes lands alongside.
◆ Prediction
With the activation macro now explicit, dependent packages that assumed logging was on will need to define it; beyond that the entries give no basis for expecting further development.
Alternatives to Fail2Ban and plogr
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 Fail2Ban or plogr.
traits.build
The AusTraits engine, generalised for anyone's trait database, now links measurements to real specimens.
rwasm
The toolchain that gets R packages into the browser is optimising for payload size, not features.
dockViewR
Draggable dock panels for Shiny, learning that layout state belongs on the client
RNifti
The C++ layer under R's neuroimaging stack, closing the gaps where images stopped acting like arrays
profileCI
Profile-likelihood confidence intervals for any fitted model, in a feed that publishes out of order.
See all Fail2Ban alternatives → · See all plogr alternatives →
Recent activity from Fail2Ban and plogr
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 20h agoFail2Ban1.1.1 final lands with systemd socket activation
- 9mo agoplogrLogging now requires PLOGR_ENABLE at compile time
- 1y agoFail2Ban1.1.1 beta, superseded 14 months later by the final
- 2y agoFail2Ban1.1.0 restores Python 3.12 and 3.13 compatibility
- 3y agoFail2Ban1.0.2 fixes a Dovecot filter regression
- 3y agoFail2Ban1.0.1 rolls up filter and action updates
- 5y agoFail2Ban0.11.2 stability and filter updates
- 9y agoplogrplog 1.0-1 wrapped with an R-aware initialiser
- 9y agoplogrSeverity codes accepted as strings
- 9y agoplogrCI wired up, duplicate appender guard added
Frequently asked questions
What is the difference between Fail2Ban and plogr?
They serve adjacent needs but don't currently overlap on shipped themes. Fail2Ban is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 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 Fail2Ban better than plogr?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Fail2Ban is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Fail2Ban?
Top Fail2Ban alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Fail2Ban alternatives" section above for the current picks, or visit /alternatives/fail2ban for the full list with editorial commentary on each.
What are the best alternatives to plogr?
Top plogr alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "plogr alternatives" section above for the current picks, or visit /alternatives/plogr for the full list with editorial commentary on each.