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Comparison · Infra & APIs
Apache Airflow vs Semgrep
A side-by-side editorial comparison of Apache Airflow and Semgrep — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Airflow vs Semgrep: at a glance
What is Apache Airflow?
Airflow 3.4.0 reaches its second beta a day after the common-ai provider hit 1.0.
Airflow's October 14 provider batch went final on October 17 (Google 22.7.0, Amazon 9.38.0, dbt Cloud 4.11.0, common-compat 1.22.0), and providers-common-ai reached 1.0.0 on October 19 after two candidates in one evening. On October 20 the project published dependency constraints for Airflow 3.4.0b2, the first sign in this feed of a core 3.4 release in beta.
What is Semgrep?
Semgrep adds Objective-C as an alpha target, its first new language since Dart went GA.
Semgrep ships weekly on two tracks. Supply Chain added Bazel Maven workspaces in 1.177, Bun lockfiles in 1.179 and unpinned Python requirements in 1.181. The matcher promoted Dart to GA in 1.180. 1.182 adds Objective-C (alpha) with search- and taint-mode rules, and updates the C# Pro, Terraform HCL and Lua grammars.
Apache Airflow vs Semgrep: editorial side-by-side
Apache Airflow
5.0INFRA · APIS
Airflow 3.4.0 reaches its second beta a day after the common-ai provider hit 1.0.
◆ Current state
Airflow's October 14 provider batch went final on October 17 (Google 22.7.0, Amazon 9.38.0, dbt Cloud 4.11.0, common-compat 1.22.0), and providers-common-ai reached 1.0.0 on October 19 after two candidates in one evening. On October 20 the project published dependency constraints for Airflow 3.4.0b2, the first sign in this feed of a core 3.4 release in beta.
◆ Where it's heading
Airflow ships through two rhythms: weekly provider batches and a slower core cycle that is now in 3.4 betas. With common-ai at 1.0 as a shared AI interface, 3.4 is the first core release that providers can target with that interface already stable.
◆ Prediction
Expect further 3.4.0 betas or release candidates before a final, and vendor providers starting to depend on common-ai. The feed carries no notes, so what 3.4 changes is not visible here.
Semgrep
5.0INFRA · APIS
Semgrep adds Objective-C as an alpha target, its first new language since Dart went GA.
◆ Current state
Semgrep ships weekly on two tracks. Supply Chain added Bazel Maven workspaces in 1.177, Bun lockfiles in 1.179 and unpinned Python requirements in 1.181. The matcher promoted Dart to GA in 1.180. 1.182 adds Objective-C (alpha) with search- and taint-mode rules, and updates the C# Pro, Terraform HCL and Lua grammars.
◆ Where it's heading
Language coverage is widening toward Apple-platform code, where .m files have so far sat outside Semgrep's rules, and Objective-C++ is promised separately. On the dependency side, Python requirements handling keeps moving toward how people write manifests by hand rather than how pip-compile emits them.
◆ Prediction
Expect Objective-C++ (.mm) support next, as the 1.182 notes say, and Objective-C moving out of alpha. The open item from 1.181, turning unpinned Python deps into findings, has no date yet.
Alternatives to Apache Airflow and Semgrep
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 Apache Airflow or Semgrep.
ESPHome
ESPHome adds a sixth 2026.10 beta, one more than 2026.9 needed before its .0.
Currents
Currents opens every project on a health verdict: trend, state, and what to fix first.
CircleCI
CircleCI's V3 OIDC tokens bind cloud trust to where code and config came from.
Grafana OnCall
Grafana OnCall's open-source line is in upkeep mode: runtime pins and Helm bumps, no features.
Skipper
Skipper patches its second filter advisory in a week, this one in the OPA request-body filter.
See all Apache Airflow alternatives → · See all Semgrep alternatives →
Recent activity from Apache Airflow and Semgrep
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 12h agoSemgrepObjective-C alpha support; C#, Terraform and Lua grammars updated
- 12h agoApache AirflowAirflow 3.4.0 beta 2 dependency constraints
- 1d agoApache AirflowCommon AI provider reaches 1.0.0
- 3d agoApache AirflowCommon AI provider 1.0.0, third release candidate
- 3d agoApache AirflowCommon AI provider 1.0.0, second release candidate
- 3d agoApache AirflowGoogle provider 22.7.0 released
- 3d agoApache Airflowdbt Cloud provider 4.11.0 released
- 6d agoSemgrepSupply Chain inventories unpinned Python requirements
- 13d agoSemgrepDart reaches GA; QL language support removed
- 19d agoSemgrepSupply Chain adds Bun bun.lock parsing
- 27d agoSemgrepTree-sitter runtime bump and Windows hang fix
- 1mo agoSemgrepNative Supply Chain support for Bazel workspaces ⚡
Frequently asked questions
What is the difference between Apache Airflow and Semgrep?
They serve adjacent needs but don't currently overlap on shipped themes. Apache Airflow and Semgrep 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 Apache Airflow better than Semgrep?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Airflow and Semgrep 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 Apache Airflow?
Top Apache Airflow alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Apache Airflow alternatives" section above for the current picks, or visit /alternatives/apache-airflow for the full list with editorial commentary on each.
What are the best alternatives to Semgrep?
Top Semgrep alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Semgrep alternatives" section above for the current picks, or visit /alternatives/semgrep for the full list with editorial commentary on each.