head to head · open source
ansible vs Tracely-ai
ansible has 70,721 GitHub stars, 24,333 forks, 837 open issues and last shipped yesterday. Tracely-ai has 1,346 stars, 153 forks, 21 open issues and last shipped 3 days ago. ansible leads on adoption by 5,154% (70,721 vs 1,346 stars). ansible is written in Python under GPL-3.0; Tracely-ai is written in Python under MIT. ansible has attracted 34% as many forks as stars, Tracely-ai 11%. ansible was the more recently maintained of the two, and both are self-hostable with no licence fee.
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 | Tracely-ai | |
|---|---|---|
| GitHub stars | ★ 71K | ★ 1.3K |
| License | GPL-3.0 | MIT |
| Written in | Python | Python |
| Last push | 2026-09-18 | 2026-09-16 |
| Forks | ⑂ 24K | ⑂ 153 |
| 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 Tracely-ai if
- You want the Tracely-ai feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and Tracely-ai 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 Tracely-ai
Tracely is a Python, MIT licensed project for AI agent operations and continuous integration. It lives in the AI agent, LLM observability, CI/CD, and evaluation ecosystem. The project treats production traces as the source of regression tests: when an agent run fails, Tracely can detect the failure, cluster related failures, freeze the bad run into a hermetic replayable case, and block a pull request that would reintroduce the same problem.
read the full Tracely-ai overview →
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Frequently asked questions
Is ansible or Tracely-ai more popular?
ansible has 70,721 GitHub stars and Tracely-ai has 1,346. ansible has the larger community by that measure.
Are ansible and Tracely-ai free?
Both are open source. ansible is licensed under GPL-3.0 and Tracely-ai under MIT. Neither carries a licence fee.
What is the difference between ansible and Tracely-ai?
ansible is written in Python and Tracely-ai 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 Tracely-ai?
Choose ansible if you want the larger community (70,721 stars) or its GPL-3.0 licence terms. Choose Tracely-ai if its feature set, stack or MIT licence fits better. Both are self-hostable.