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Comparison · Infra & APIs
CrowdSec vs Windmill
A side-by-side editorial comparison of CrowdSec and Windmill — release velocity, themes, recent moves, and the top alternatives to consider.
CrowdSec vs Windmill: at a glance
What is CrowdSec?
CrowdSec's 1.8.2 candidates let operators write their own bot fingerprints.
The bot detection introduced with 1.8 is now being opened to customization. The 1.8.2 candidates add custom JavaScript fingerprinting, a cscli bot subcommand and a FlagSubmission helper, and rc2 adds a RateLimit helper for the WAF plus a cookie option for embedded contexts. Operational work runs alongside it: a cs_features metric, optional limits on concurrent decision streams and TLS certificate reloads.
What is Windmill?
Windmill adds workspace roles and AI decision steps as its agent tooling fills out.
Windmill is an open-source workflow and internal-tools platform adding AI and governance features quickly. Mid-September brought a headless Chat SDK for chat-mode flows, per-run tool selection for AI agent steps, origin allowlists for HTTP routes, GitHub CI gating and GitLab git-sync parity. October added an AI decision step, operator builder rights and default Developer and Operator workspace roles.
CrowdSec vs Windmill: editorial side-by-side
CrowdSec
5.0INFRA · APIS
CrowdSec's 1.8.2 candidates let operators write their own bot fingerprints.
◆ Current state
The bot detection introduced with 1.8 is now being opened to customization. The 1.8.2 candidates add custom JavaScript fingerprinting, a cscli bot subcommand and a FlagSubmission helper, and rc2 adds a RateLimit helper for the WAF plus a cookie option for embedded contexts. Operational work runs alongside it: a cs_features metric, optional limits on concurrent decision streams and TLS certificate reloads.
◆ Where it's heading
The WAF remains the center of gravity, and the direction is programmability. RateLimit, SkipProcessing and the fingerprinting hooks give rule authors primitives rather than fixed behavior. The LAPI changes point at larger deployments, where decision streaming puts load on the central API.
◆ Prediction
The final 1.8.2 is dated 26 October on GitHub, though it has not reached this feed yet. Whether fingerprint data ever joins the community blocklist remains unanswered in these notes.
Windmill
5.0INFRA · APIS
Windmill adds workspace roles and AI decision steps as its agent tooling fills out.
◆ Current state
Windmill is an open-source workflow and internal-tools platform adding AI and governance features quickly. Mid-September brought a headless Chat SDK for chat-mode flows, per-run tool selection for AI agent steps, origin allowlists for HTTP routes, GitHub CI gating and GitLab git-sync parity. October added an AI decision step, operator builder rights and default Developer and Operator workspace roles.
◆ Where it's heading
Windmill is building AI agents into flows as first-class steps with controls over which tools they can use, while adding the role and access model enterprises need to let more people build. Developer workflow parity across Git hosts continues in parallel.
◆ Prediction
Expect more AI agent controls and role-based permissions; whether the Chat SDK grows into a hosted chat product is unclear.
Alternatives to CrowdSec and Windmill
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 CrowdSec or Windmill.
Volatility
Volatility 3 2.28.2 adds Mermaid tree output and starts deprecating macOS analysis.
GLAuth
GLAuth's September releases are security dependency updates and build fixes.
LibreSpeed
LibreSpeed 6.3 adds shareable result images and fixes Safari upload tests.
Cronicle
Cronicle closes three permission holes in two days, including API key exposure.
Merge
Merge adds connectors and new models weekly while fixing ERP sync details underneath.
See all CrowdSec alternatives → · See all Windmill alternatives →
Recent activity from CrowdSec and Windmill
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 11d agoCrowdSec1.8.2 rc2 adds a WAF RateLimit helper and decision stream limits
- 12d agoWindmillWorkspace roles
- 20d agoCrowdSec1.8.2 rc1 adds custom JS fingerprinting for bot detection
- 24d agoWindmillOperator builder rights for flows and full-code apps
- 28d agoWindmillAI decision flow step
- 1mo agoWindmillChat SDK for flows in chat mode
- 1mo agoWindmillEnabled tools for AI agent steps
- 1mo agoWindmillGate GitHub pull requests on Windmill CI tests
- 2mo agoCrowdSec1.8 rc2 tunes the bot-detection challenge, hardens acquisition
- 3mo agoCrowdSecCrowdSec 1.8 RC adds WAF bot detection and a Kubernetes datasource ⚡
- 6mo agoCrowdSec1.7.8 RC: OpenAPI schema validation in the WAF
- 7mo agoCrowdSec1.7.7 RC: flexible WAF rule conditions and RE2 by default
Frequently asked questions
What is the difference between CrowdSec and Windmill?
They serve adjacent needs but don't currently overlap on shipped themes. CrowdSec and Windmill are shipping at a similar cadence (velocity 5.0 vs 5.0, 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.
Is CrowdSec better than Windmill?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. CrowdSec and Windmill are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to CrowdSec?
Top CrowdSec alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "CrowdSec alternatives" section above for the current picks, or visit /alternatives/crowdsec for the full list with editorial commentary on each.
What are the best alternatives to Windmill?
Top Windmill alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Windmill alternatives" section above for the current picks, or visit /alternatives/windmill for the full list with editorial commentary on each.