Comparison
airflow vs runbook
Verdict
Pick airflow when airflow is primarily Python; runbook is Ruby; pick runbook when runbook is primarily Ruby; airflow is Python.
Markdown twin · airflow alternatives · runbook alternatives
GraphCanon updated today
Trust & integrity
| Signal | airflow | runbook |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (1055d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No lockfile (source not queried) As of today · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- airflow
- Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
- runbook
- A framework for gradual system automation
Stars
- airflow
- 46k
- runbook
- 768
Forks
- airflow
- 17k
- runbook
- 40
Open issues
- airflow
- 1.7k
- runbook
- 17
Language
- airflow
- Python
- runbook
- Ruby
Adopt for
- airflow
- -
- runbook
- -
Persona
- airflow
- -
- runbook
- -
Runtime
- airflow
- -
- runbook
- -
License
- airflow
- Apache-2.0
- runbook
- MIT
Last pushed
- airflow
- Jul 15, 2026
- runbook
- Aug 24, 2023
Categories
- airflow
- AI Agents, Computer Vision, Data & Retrieval
- runbook
- AI Agents
Trust and health
Maintenance
- airflow
- Very active (96%)
- runbook
- Dormant (18%)
Days since push
- airflow
- 0d
- runbook
- 1055d
Open issues (now)
- airflow
- 1.7k
- runbook
- 17
Full report
- airflow
- Trust report
- runbook
- Trust report
Choose airflow if…
- airflow is primarily Python; runbook is Ruby.
- License: airflow is Apache-2.0, runbook is MIT.
- Tags unique to airflow: airflow, apache, apache-airflow, dag.
- Also covers Computer Vision, Data & Retrieval.
- airflow ships Docker support for self-hosted deployment.
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.
Choose runbook if…
- runbook is primarily Ruby; airflow is Python.
- License: runbook is MIT, airflow is Apache-2.0.
- Tags unique to runbook: automation-framework, devops, devops-tools, operations.
When NOT to use runbook
- Last GitHub push was 1056 days ago (dormant maintenance, Aug 24, 2023). Validate activity before betting a new project on runbook.
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (apache/airflow) · observed Jul 15, 2026
- GitHub forks (apache/airflow) · observed Jul 15, 2026
- Last push (apache/airflow) · observed Jul 15, 2026
- License file (Apache-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (braintree/runbook) · observed Jul 15, 2026
- GitHub forks (braintree/runbook) · observed Jul 15, 2026
- Last push (braintree/runbook) · observed Aug 24, 2023
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: airflow 46k · runbook 768 (synced Jul 15, 2026).
Common questions
- What is the difference between airflow and runbook?
- airflow: Apache Airflow - A platform to programmatically author, schedule, and monitor workflows. runbook: A framework for gradual system automation. See the comparison table for live GitHub stats and shared categories.
- When should I choose airflow over runbook?
- Choose airflow over runbook when airflow is primarily Python; runbook is Ruby; License: airflow is Apache-2.0, runbook is MIT; Tags unique to airflow: airflow, apache, apache-airflow, dag; Also covers Computer Vision, Data & Retrieval; airflow ships Docker support for self-hosted deployment.
- When should I choose runbook over airflow?
- Choose runbook over airflow when runbook is primarily Ruby; airflow is Python; License: runbook is MIT, airflow is Apache-2.0; Tags unique to runbook: automation-framework, devops, devops-tools, operations.
- 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 runbook?
- Last GitHub push was 1056 days ago (dormant maintenance, Aug 24, 2023). Validate activity before betting a new project on runbook. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Is airflow or runbook more popular on GitHub?
- airflow has more GitHub stars (46,124 vs 768). Stars measure visibility, not whether either tool fits your constraints.
- Are airflow and runbook open source?
- Yes - both are open-source projects on GitHub (airflow: Apache-2.0, runbook: MIT).
- Where can I find alternatives to airflow or runbook?
- GraphCanon lists graph-backed alternatives at airflow alternatives and runbook alternatives (airflow markdown twin, runbook markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, airflow or runbook?
- airflow: Very active. runbook: 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 airflow and runbook?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: airflow trust report; runbook trust report.