Slurm
Slurm's 26.05 line settles into routine fixes after September's seven-CVE release.
Comparison · DevOps
Fiber vs Groonga
A side-by-side editorial comparison of Fiber and Groonga — release velocity, themes, recent moves, and the top alternatives to consider.
Fiber vs Groonga: at a glance
What is Fiber?
Fiber marks its v2 module deprecated in favour of v3
Fiber's v2 line has been on narrow maintenance for months: lock cleanup, an X-Real-IP backport, HTML escaping, a CVE patch. v2.52.16 formally marks the fiber/v2 module as deprecated in favour of v3 and fixes CORS wildcard origins that accepted empty subdomain labels. The v3 line, last visible in this feed at rc.3, carries native net/http and fasthttp handler support and Express-style handlers.
What is Groonga?
Groonga is putting a full-text search engine into WebAssembly and the browser.
Groonga ships every one to three weeks, and the 16.1 line has a clear thread: experimental WASI support. 16.1.2 added a WASI groonga command and a browser build that downloads a database over HTTP on demand, 16.1.4 extended WASI to tokenizer and normalizer options, and 16.1.5 linked plugins statically so they work under WASI. Alongside that, 16.1.1 made logical_select run shards and drilldowns in parallel, measured at 1.5x faster with two workers.
Fiber vs Groonga: editorial side-by-side
Fiber
2.5DEVOPS
Fiber marks its v2 module deprecated in favour of v3
◆ Current state
Fiber's v2 line has been on narrow maintenance for months: lock cleanup, an X-Real-IP backport, HTML escaping, a CVE patch. v2.52.16 formally marks the fiber/v2 module as deprecated in favour of v3 and fixes CORS wildcard origins that accepted empty subdomain labels. The v3 line, last visible in this feed at rc.3, carries native net/http and fasthttp handler support and Express-style handlers.
◆ Where it's heading
The deprecation notice tells v2 users to plan their move. With v2 patches shrinking to one or two pull requests, active development sits entirely on v3.
◆ Prediction
Further v2 releases are likely to be security fixes only; the feed does not show v3's current state past rc.3.
Groonga
5.0DEVOPS
Groonga is putting a full-text search engine into WebAssembly and the browser.
◆ Current state
Groonga ships every one to three weeks, and the 16.1 line has a clear thread: experimental WASI support. 16.1.2 added a WASI groonga command and a browser build that downloads a database over HTTP on demand, 16.1.4 extended WASI to tokenizer and normalizer options, and 16.1.5 linked plugins statically so they work under WASI. Alongside that, 16.1.1 made logical_select run shards and drilldowns in parallel, measured at 1.5x faster with two workers.
◆ Where it's heading
The WebAssembly work is moving piece by piece from the core command to options and plugins, which points toward a usable in-browser search engine. Every WASI item is still marked experimental and not stable.
◆ Prediction
Expect more WASI coverage in the next 16.1.x releases, with the experimental label likely to stay for now.
Alternatives to Fiber and Groonga
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 Fiber or Groonga.
Bitwarden
Bitwarden's server releases are filling in Privileged Controls, one PAM building block a month.
Liquidsoap
Liquidsoap 2.5.0 reaches its first release candidate while 2.4 keeps getting patches.
Skaffold
Skaffold 2.25 finally carries notes, and they are dependency bumps and a Go 1.27 upgrade.
GitHub
At Universe, GitHub folds Copilot into Enterprise seats and lets Copilot Fusion pick the model.
direnv
direnv returned after 15 months with uv and pixi layouts and a kill switch.
See all Fiber alternatives → · See all Groonga alternatives →
Recent activity from Fiber and Groonga
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4d agoGroongaGroonga 16.1.5 - 2026-10-29
- 10d agoFiberFiber v2.52.16 deprecates the v2 module and tightens CORS
- 17d agoGroongaGroonga 16.1.4 - 2026-10-16
- 25d agoGroongaGroonga 16.1.3 - 2026-10-08
- 1mo agoGroongaGroonga 16.1.2 runs experimentally in WASI and the browser
- 1mo agoGroongaGroonga 16.1.1 parallelises logical_select across shards
- 2mo agoGroongaCrash fix when index segment allocation fails
- 2mo agoFiberIdempotency middleware releases MemoryLock keys on unlock
- 3mo agoFiberX-Real-IP overwrite fix backported to v2
- 6mo agoFiberCtx.Format now escapes HTML output
- 8mo agoFiberSecurity patch for GHSA-mrq8-rjmw-wpq3
- 9mo agoFiberMount improvements and limiter middleware fixes
Frequently asked questions
What is the difference between Fiber and Groonga?
They serve adjacent needs but don't currently overlap on shipped themes. Groonga is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 Fiber better than Groonga?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Groonga is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 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 Fiber?
Top Fiber alternatives in DevOps are ranked by recent ship velocity. Browse the "Fiber alternatives" section above for the current picks, or visit /alternatives/fiber for the full list with editorial commentary on each.
What are the best alternatives to Groonga?
Top Groonga alternatives in DevOps are ranked by recent ship velocity. Browse the "Groonga alternatives" section above for the current picks, or visit /alternatives/groonga for the full list with editorial commentary on each.