head to head · open source
ansible vs Tracely-ai
ansible has 71,204 GitHub stars, 24,474 forks, 837 open issues and last shipped yesterday. Tracely-ai has 1,530 stars, 173 forks, 21 open issues and last shipped 27 days ago. ansible leads on adoption by 4,554% (71,204 vs 1,530 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 | ★ 1.5K |
| License | GPL-3.0 | MIT |
| Written in | Python | Python |
| Last push | 2026-11-02 | 2026-10-07 |
| Forks | ⑂ 24K | ⑂ 173 |
| 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
[ ][copying] Ansible Ansible is a radically simple IT automation system. It handles configuration management, application deployment, cloud provisioning, ad hoc task execution, network automation, and multi node orchestration. Ansible makes complex changes like zero downtime rolling updates with load balancers easy. More information on the Ansible website. Design Principles Have an extremely simple setup process with a minimal learning curve. Manage machines quickly and in parallel. Avoid custom agents and additional open ports, be agentless by leveraging the existing SSH daemon. Describe infrastructure in a…
read the full ansible overview →
About Tracely-ai
Tracely Production failures become regression tests. Trace native CI/CD for AI agents. Tracely grades every agent trace as it lands, clusters the failures into issues, freezes the bad runs into hermetic replayable cases, blocks the pull request that would ship them again — and tells you the moment any of it happens. production trace → failure detection → regression test → CI gate → alert Website · Docs · Product guide · Agent skill · Guided tour · 2 min demo · Design dossier Self host the whole stack in one click — API, worker, UI, Postgres, ClickHouse, Redis and MinIO: One workspace: what ran, what broke, what…
read the full Tracely-ai overview →
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Frequently asked questions
Is ansible or Tracely-ai more popular?
ansible has 71,204 GitHub stars and Tracely-ai has 1,530. 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 (71,204 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.