GravityKit
GravityKit folds every GravityView extension into one Pro plugin.
Comparison · Infra & APIs
Wazuh vs Windsurf
A side-by-side editorial comparison of Wazuh and Windsurf — release velocity, themes, recent moves, and the top alternatives to consider.
Wazuh vs Windsurf: at a glance
What is Wazuh?
Wazuh hardens its 4.14 line while 5.0 rebuilds how agents talk to the manager.
Wazuh ships 4.14 patch releases roughly every two to three weeks, and almost all of the content is security hardening: path traversal and command injection fixes, input validation in the cluster code, connection deadlines and memory leak fixes. 4.14.10 also added memory limits for oversized rulesets and queue warnings for the vulnerability scanner. In parallel, 5.0.0 reached its second release candidate on October 30.
What is Windsurf?
Windsurf's own feature list has thinned out; what ships now is Devin arriving one surface at a time.
Across this stretch of the changelog, nearly every substantive release is a Devin capability landing inside the editor: the agent itself, Devin for Terminal, then Devin Review and Quick Review extended to all users on their existing subscription. The IDE-native work that remains is packaging around that — an agent inbox, session sorting, Windows stability. The other recurring release type is simply making new frontier models selectable.
Wazuh vs Windsurf: editorial side-by-side
Wazuh
5.0INFRA · APIS
Wazuh hardens its 4.14 line while 5.0 rebuilds how agents talk to the manager.
◆ Current state
Wazuh ships 4.14 patch releases roughly every two to three weeks, and almost all of the content is security hardening: path traversal and command injection fixes, input validation in the cluster code, connection deadlines and memory leak fixes. 4.14.10 also added memory limits for oversized rulesets and queue warnings for the vulnerability scanner. In parallel, 5.0.0 reached its second release candidate on October 30.
◆ Where it's heading
5.0 is the real change: agents move to HTTPS for talking to the manager, a new detection engine replaces the 4.x analysis daemon, and every server install becomes a cluster node. The 4.14 branch, meanwhile, reads like a security audit being worked through release by release, which keeps current installs safe while 5.0 settles.
◆ Prediction
More 5.0 release candidates are likely before a final release, and 4.14 patch releases with security fixes should keep coming every few weeks; a 5.0 GA date is not stated in these entries.
Windsurf
0.0INFRA · APIS
Windsurf's own feature list has thinned out; what ships now is Devin arriving one surface at a time.
◆ Current state
Across this stretch of the changelog, nearly every substantive release is a Devin capability landing inside the editor: the agent itself, Devin for Terminal, then Devin Review and Quick Review extended to all users on their existing subscription. The IDE-native work that remains is packaging around that — an agent inbox, session sorting, Windows stability. The other recurring release type is simply making new frontier models selectable.
◆ Where it's heading
Windsurf is converging on being the interface layer for Cognition's agent rather than an independently evolving editor. The pattern in these entries is consistent: a Devin surface ships, then it is unbundled from a separate purchase and folded into the existing subscription. Meanwhile the editor's own release notes are increasingly bug fixes and model availability notices, which is what a front end looks like when the differentiation has moved behind it.
◆ Prediction
Expect the next notable releases to be further Devin surfaces reaching general availability on the existing subscription rather than new editor features, and continued same-week model-availability notices. The entries give no signal on whether the JetBrains plugin gets the same Devin surfaces.
Alternatives to Wazuh and Windsurf
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 Wazuh or Windsurf.
Payload CMS
Payload's v4 beta.9 keeps every past image crop and raises the Node floor again.
Nautobot
Nautobot 3.3 alpha 2 adds test helpers and a cable location filter after 3.2.9's token-leak fix.
Clair
Clair 4.10 RC can read SBOMs to match Java vulnerabilities.
Shuffle
Shuffle tags builds almost daily, but the notes are empty.
KrakenD
KrakenD's community edition is shipping only dependency bumps.
See all Wazuh alternatives → · See all Windsurf alternatives →
Recent activity from Wazuh and Windsurf
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoWazuhWazuh 4.14.11 RC1 tightens group paths and agent enrollment
- 5d agoWazuhWazuh 4.14.10 adds ruleset memory limits and closes a root injection
- 14d agoWazuhWazuh 5.0 RC2 swaps in a new detection engine
- 29d agoWazuhWazuh 4.14.9 adds compiler hardening to Linux binaries
- 1mo agoWazuhWazuh 5.0 RC1 moves agents to HTTPS and makes every server a cluster
- 1mo agoWazuhWazuh 4.14.8 fixes an alert-stopping deadlock
- 5mo agoWindsurfClaude Opus 4.8 available in Windsurf
- 6mo agoWindsurfClaude Opus 4.7 (fast mode) available in Windsurf
- 6mo agoWindsurfDevin Review & Quick Review included for all IDE users
- 6mo agoWindsurfDevin Review & Quick Review (v2.2.17) ⚡
- 6mo agoWindsurfWindsurf 2.2.17: Devin Review & Quick Review
- 6mo agoWindsurfWindows updates (v2.2.17)
Frequently asked questions
What is the difference between Wazuh and Windsurf?
They serve adjacent needs but don't currently overlap on shipped themes. Wazuh is currently shipping more aggressively (velocity 5.0 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 Wazuh better than Windsurf?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Wazuh is currently shipping more aggressively (velocity 5.0 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 Wazuh?
Top Wazuh alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Wazuh alternatives" section above for the current picks, or visit /alternatives/wazuh for the full list with editorial commentary on each.
What are the best alternatives to Windsurf?
Top Windsurf alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Windsurf alternatives" section above for the current picks, or visit /alternatives/windsurf for the full list with editorial commentary on each.