--- title: "ailab vs docker-airflow" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/microsoft-ailab-vs-puckel-docker-airflow" tools: ["microsoft-ailab", "puckel-docker-airflow"] --- # ailab vs docker-airflow *GraphCanon updated Jul 15, 2026* ## Verdict Pick ailab when ailab is primarily C#; docker-airflow is Shell; pick docker-airflow when docker-airflow is primarily Shell; ailab is C#. [ailab](https://www.ailab.microsoft.com/experiments/) reports 7.8k GitHub stars, 1.4k forks, and 84 open issues, last pushed Jun 26, 2024. [docker-airflow](https://github.com/puckel/docker-airflow) has 3.8k stars, 586 forks, and 261 open issues, last pushed Mar 1, 2023. Figures are from public GitHub metadata via [ailab's repository](https://github.com/microsoft/ailab) and [docker-airflow's repository](https://github.com/puckel/docker-airflow). | | [ailab](/tools/microsoft-ailab.md) | [docker-airflow](/tools/puckel-docker-airflow.md) | | --- | --- | --- | | Tagline | Experience, Learn and Code the latest breakthrough innovations with Microsoft AI | Docker Apache Airflow | | Stars | 7,846 | 3,809 | | Forks | 1,388 | 586 | | Open issues | 84 | 261 | | Language | C# | Shell | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | Computer Vision | Computer Vision | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ailab](/tools/microsoft-ailab.md) | [docker-airflow](/tools/puckel-docker-airflow.md) | | --- | --- | --- | | Days since push | 744d | 1232d | | Open issues (now) | 84 | 261 | | Owner type | Organization | User | | Full report | [trust report](/tools/microsoft-ailab/trust.md) | [trust report](/tools/puckel-docker-airflow/trust.md) | ## Choose when ### Choose ailab if… - ailab is primarily C#; docker-airflow is Shell. - License: ailab is MIT, docker-airflow is Apache-2.0. - Tags unique to ailab: ai, algorithms, azure-functions, bing-search. ### Choose docker-airflow if… - docker-airflow is primarily Shell; ailab is C#. - License: docker-airflow is Apache-2.0, ailab is MIT. - Tags unique to docker-airflow: airflow, docker, docker-airflow, management. - docker-airflow ships Docker support for self-hosted deployment. ## When NOT to use ailab - Last GitHub push was 748 days ago (dormant maintenance, Jun 26, 2024). Validate activity before betting a new project on ailab. ## When NOT to use docker-airflow - Last GitHub push was 1232 days ago (dormant maintenance, Mar 1, 2023). Validate activity before betting a new project on docker-airflow. ## Common questions ### What is the difference between ailab and docker-airflow? ailab: Experience, Learn and Code the latest breakthrough innovations with Microsoft AI. docker-airflow: Docker Apache Airflow. See the comparison table for live GitHub stats and shared categories. ### When should I choose ailab over docker-airflow? Choose ailab over docker-airflow when ailab is primarily C#; docker-airflow is Shell; License: ailab is MIT, docker-airflow is Apache-2.0; Tags unique to ailab: ai, algorithms, azure-functions, bing-search. ### When should I choose docker-airflow over ailab? Choose docker-airflow over ailab when docker-airflow is primarily Shell; ailab is C#; License: docker-airflow is Apache-2.0, ailab is MIT; Tags unique to docker-airflow: airflow, docker, docker-airflow, management; docker-airflow ships Docker support for self-hosted deployment. ### When should I avoid ailab? Last GitHub push was 748 days ago (dormant maintenance, Jun 26, 2024). Validate activity before betting a new project on ailab. ### When should I avoid docker-airflow? Last GitHub push was 1232 days ago (dormant maintenance, Mar 1, 2023). Validate activity before betting a new project on docker-airflow. ### Is ailab or docker-airflow more popular on GitHub? ailab has more GitHub stars (7,846 vs 3,809). Stars measure visibility, not whether either tool fits your constraints. ### Are ailab and docker-airflow open source? Yes - both are open-source projects on GitHub (ailab: MIT, docker-airflow: Apache-2.0). ### Where can I find alternatives to ailab or docker-airflow? GraphCanon lists graph-backed alternatives at [ailab alternatives](/tools/microsoft-ailab/alternatives) and [docker-airflow alternatives](/tools/puckel-docker-airflow/alternatives) ([ailab markdown twin](/tools/microsoft-ailab/alternatives.md), [docker-airflow markdown twin](/tools/puckel-docker-airflow/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/microsoft-ailab-vs-puckel-docker-airflow.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ailab or docker-airflow? ailab: Dormant. docker-airflow: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for ailab and docker-airflow? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ailab trust report](/tools/microsoft-ailab/trust); [docker-airflow trust report](/tools/puckel-docker-airflow/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=microsoft-ailab`](/api/graphcanon/graph?tool=microsoft-ailab) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_