--- title: "airflow vs docs" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/apache-airflow-vs-sismics-docs" tools: ["apache-airflow", "sismics-docs"] --- # airflow vs docs *GraphCanon updated Jul 15, 2026* ## Verdict Pick airflow when airflow is primarily Python; docs is JavaScript; pick docs when docs is primarily JavaScript; airflow is Python. [airflow](https://airflow.apache.org/) reports 46k GitHub stars, 17k forks, and 1.7k open issues, last pushed Jul 15, 2026. [docs](https://teedy.io) has 2.6k stars, 675 forks, and 114 open issues, last pushed Feb 9, 2026. Figures are from public GitHub metadata via [airflow's repository](https://github.com/apache/airflow) and [docs's repository](https://github.com/sismics/docs). | | [airflow](/tools/apache-airflow.md) | [docs](/tools/sismics-docs.md) | | --- | --- | --- | | Tagline | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | Lightweight document management system packed with all the features you can expect from big expensive solutions | | Stars | 46,124 | 2,552 | | Forks | 17,387 | 675 | | Open issues | 1,728 | 114 | | Language | Python | JavaScript | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | GPL-2.0 | | Categories | AI Agents, Computer Vision, Data & Retrieval | Computer Vision, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [airflow](/tools/apache-airflow.md) | [docs](/tools/sismics-docs.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 155d | | Open issues (now) | 1.7k | 114 | | Full report | [trust report](/tools/apache-airflow/trust.md) | [trust report](/tools/sismics-docs/trust.md) | ## Choose when ### Choose airflow if… - airflow is primarily Python; docs is JavaScript. - License: airflow is Apache-2.0, docs is GPL-2.0. - Tags unique to airflow: airflow, apache, apache-airflow, automation. - Also covers AI Agents, Data & Retrieval. ### Choose docs if… - docs is primarily JavaScript; airflow is Python. - License: docs is GPL-2.0, airflow is Apache-2.0. - Tags unique to docs: cloud, dms, docker, document. - Also covers Developer Tools. ## When NOT to use airflow - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ## When NOT to use docs - Last GitHub push was 155 days ago (slowing maintenance, Feb 9, 2026). Validate activity before betting a new project on docs. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## Common questions ### What is the difference between airflow and docs? airflow: Apache Airflow - A platform to programmatically author, schedule, and monitor workflows. docs: Lightweight document management system packed with all the features you can expect from big expensive solutions. See the comparison table for live GitHub stats and shared categories. ### When should I choose airflow over docs? Choose airflow over docs when airflow is primarily Python; docs is JavaScript; License: airflow is Apache-2.0, docs is GPL-2.0; Tags unique to airflow: airflow, apache, apache-airflow, automation; Also covers AI Agents, Data & Retrieval. ### When should I choose docs over airflow? Choose docs over airflow when docs is primarily JavaScript; airflow is Python; License: docs is GPL-2.0, airflow is Apache-2.0; Tags unique to docs: cloud, dms, docker, document; Also covers Developer Tools. ### When should I avoid airflow? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ### When should I avoid docs? Last GitHub push was 155 days ago (slowing maintenance, Feb 9, 2026). Validate activity before betting a new project on docs. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### Is airflow or docs more popular on GitHub? airflow has more GitHub stars (46,124 vs 2,552). Stars measure visibility, not whether either tool fits your constraints. ### Are airflow and docs open source? Yes - both are open-source projects on GitHub (airflow: Apache-2.0, docs: GPL-2.0). ### Where can I find alternatives to airflow or docs? GraphCanon lists graph-backed alternatives at [airflow alternatives](/tools/apache-airflow/alternatives) and [docs alternatives](/tools/sismics-docs/alternatives) ([airflow markdown twin](/tools/apache-airflow/alternatives.md), [docs markdown twin](/tools/sismics-docs/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/apache-airflow-vs-sismics-docs.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, airflow or docs? airflow: Very active. docs: Slowing. 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 airflow and docs? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [airflow trust report](/tools/apache-airflow/trust); [docs trust report](/tools/sismics-docs/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=apache-airflow`](/api/graphcanon/graph?tool=apache-airflow) - 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/_