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Infisical stores PAM session recordings in S3 and backs internal CAs with AWS KMS keys.
Comparison · Infra & APIs
Apache Airflow vs Currents
A side-by-side editorial comparison of Apache Airflow and Currents — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Airflow vs Currents: 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 Currents?
Currents opens every project on a health verdict: trend, state, and what to fix first.
Currents is a Playwright test dashboard rebuilding itself around agent access. Since September it shipped agent-readable failure links, scoped personal access tokens, a hosted MCP server with OAuth, run attachments and a trace API built for agents. The Oct 19 Project Overview adds a human-facing counterpart: projects now open on a page saying whether the suite is healthy, which way it is trending, and what to fix first.
Apache Airflow vs Currents: 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.
Currents
6.3INFRA · APIS
Currents opens every project on a health verdict: trend, state, and what to fix first.
◆ Current state
Currents is a Playwright test dashboard rebuilding itself around agent access. Since September it shipped agent-readable failure links, scoped personal access tokens, a hosted MCP server with OAuth, run attachments and a trace API built for agents. The Oct 19 Project Overview adds a human-facing counterpart: projects now open on a page saying whether the suite is healthy, which way it is trending, and what to fix first.
◆ Where it's heading
The product is converging on triage as its core job, for both audiences. Agents get granular paths into failures, traces and logs; humans get a prioritized summary instead of raw run lists. Both point at the same promise: Currents decides what to look at, not just stores results.
◆ Prediction
Likely next is linking Overview's fix-first items to the agent surfaces, so a prioritized problem can be handed straight to an MCP or trace-API session. The entries don't yet show that connection.
Alternatives to Apache Airflow and Currents
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 Currents.
ESPHome
ESPHome adds a sixth 2026.10 beta, one more than 2026.9 needed before its .0.
Semgrep
Semgrep adds Objective-C as an alpha target, its first new language since Dart went GA.
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 Currents alternatives →
Recent activity from Apache Airflow and Currents
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 12h agoApache AirflowAirflow 3.4.0 beta 2 dependency constraints
- 1d agoApache AirflowCommon AI provider reaches 1.0.0
- 2d agoCurrents[New] Project Overview
- 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
- 7d agoCurrents[New] Trace API for agents ⚡
- 14d agoCurrents[New] Run attachments
- 21d agoCurrents[New] Remote MCP Server with OAuth
- 27d agoCurrents[New] Personal Access Tokens
- 1mo agoCurrents[New] Shareable AI context for test failures ⚡
Frequently asked questions
What is the difference between Apache Airflow and Currents?
They serve adjacent needs but don't currently overlap on shipped themes. Currents is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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 Apache Airflow better than Currents?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Currents is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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 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 Currents?
Top Currents alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Currents alternatives" section above for the current picks, or visit /alternatives/currents-dev for the full list with editorial commentary on each.