head to head · open source
Apache SkyWalking vs future-agi
Apache SkyWalking has 24,988 GitHub stars, 6,632 forks, 41 open issues and last shipped 2 days ago. future-agi has 2,245 stars, 707 forks, 889 open issues and last shipped yesterday. Apache SkyWalking leads on adoption by 1,013% (24,988 vs 2,245 stars). Apache SkyWalking is written in Java under Apache-2.0; future-agi is written in Python under Apache-2.0. Apache SkyWalking has attracted 27% as many forks as stars, future-agi 31%. future-agi 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
| Apache SkyWalking | future-agi | |
|---|---|---|
| GitHub stars | ★ 25K | ★ 2.2K |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Java | Python |
| Last push | 2026-11-03 | 2026-11-04 |
| Forks | ⑂ 6.6K | ⑂ 707 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Apache SkyWalking if
- You weight community size — 25K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Java
- You value the larger contributor base for long-term maintenance
pick future-agi if
- You want the future-agi feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and future-agi fits your workflow better
About Apache SkyWalking
Apache SkyWalking ========== SkyWalking : an APM (Application Performance Monitoring) system, especially designed for microservices, cloud native and container based architectures. Abstract SkyWalking is an open source APM system that provides monitoring, tracing and diagnosing capabilities for distributed systems in Cloud Native architectures. Distributed Tracing End to end distributed tracing. Service topology analysis, service centric observability and APIs dashboards. Agents for your stack Java, .Net Core, PHP, NodeJS, Golang, LUA, Rust, C++, Client JavaScript and Python agents with active development and…
read the full Apache SkyWalking overview →
About future-agi
⚠️ Nightly release for early testing. Expect rough edges. Stable version coming out soon — please open an issue if you hit anything. AI Agents hallucinate. Fix it faster. The open source platform for shipping self improving AI agents. Evaluations, tracing, simulations, guardrails, gateway, optimization. Everything runs on one platform and one feedback loop, from first prototype to live deployment. Try Cloud (Free) · Self Host · Docs · Blog · Discord · Discussions Why Future AGI? Most AI agents fail in production, and teams end up stitching together evals, observability, and guardrails that never close the loop…
read the full future-agi overview →
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Frequently asked questions
Is Apache SkyWalking or future-agi more popular?
Apache SkyWalking has 24,988 GitHub stars and future-agi has 2,245. Apache SkyWalking has the larger community by that measure.
Are Apache SkyWalking and future-agi free?
Both are open source. Apache SkyWalking is licensed under Apache-2.0 and future-agi under Apache-2.0. Neither carries a licence fee.
What is the difference between Apache SkyWalking and future-agi?
Apache SkyWalking is written in Java and future-agi 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, Apache SkyWalking or future-agi?
Choose Apache SkyWalking if you want the larger community (24,988 stars) or its Apache-2.0 licence terms. Choose future-agi if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.