head to head · open source
ansible vs dbos-transact-py
ansible has 70,721 GitHub stars, 24,333 forks, 837 open issues and last shipped yesterday. dbos-transact-py has 1,578 stars, 95 forks, 4 open issues and last shipped yesterday. ansible leads on adoption by 4,382% (70,721 vs 1,578 stars). ansible is written in Python under GPL-3.0; dbos-transact-py is written in Python under MIT. ansible has attracted 34% as many forks as stars, dbos-transact-py 6%. ansible was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (python), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| ansible | dbos-transact-py | |
|---|---|---|
| GitHub stars | ★ 71K | ★ 1.6K |
| License | GPL-3.0 | MIT |
| Written in | Python | Python |
| Last push | 2026-09-18 | 2026-09-18 |
| Forks | ⑂ 24K | ⑂ 95 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick ansible if
- You weight community size — 71K stars and counting
- You want the GPL-3.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick dbos-transact-py if
- You want the dbos-transact-py feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and dbos-transact-py fits your workflow better
About ansible
Ansible is a radically simple, agentless IT automation platform, written in Python and licensed under GPL 3.0, that handles configuration management, application deployment, cloud provisioning, ad hoc task execution, network automation, and multi node orchestration for operators, developers, and network and cloud teams who manage machines over plain SSH.
read the full ansible overview →
About dbos-transact-py
DBOS Transact is an open source Python library for durable workflows backed by Postgres. It lives in the Python infrastructure and operations ecosystem, under orchestration and scheduling, and is distributed as the dbos package on PyPI under the MIT license. The project lets developers annotate ordinary functions as workflows and steps, then checkpoint state in Postgres so interrupted programs resume from completed work instead of starting over.
read the full dbos-transact-py overview →
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Frequently asked questions
Is ansible or dbos-transact-py more popular?
ansible has 70,721 GitHub stars and dbos-transact-py has 1,578. ansible has the larger community by that measure.
Are ansible and dbos-transact-py free?
Both are open source. ansible is licensed under GPL-3.0 and dbos-transact-py under MIT. Neither carries a licence fee.
What is the difference between ansible and dbos-transact-py?
ansible is written in Python and dbos-transact-py in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, ansible or dbos-transact-py?
Choose ansible if you want the larger community (70,721 stars) or its GPL-3.0 licence terms. Choose dbos-transact-py if its feature set, stack or MIT licence fits better. Both are self-hostable.