Comparison
juicefs vs autogen
Verdict
Pick juicefs when juicefs is primarily Go; autogen is Python; pick autogen when autogen is primarily Python; juicefs is Go.
Markdown twin · juicefs alternatives · autogen alternatives
GraphCanon updated today
Trust & integrity
| Signal | juicefs | autogen |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Steady (87d 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 |
| Security (OSV) | 33 low (33 low) As of today · osv@v1 | No lockfile As of today · none |
Tagline
- juicefs
- JuiceFS is a distributed POSIX file system built on top of Redis and S3.
- autogen
- A programming framework for agentic AI
Stars
- juicefs
- 14k
- autogen
- 60k
Forks
- juicefs
- 1.3k
- autogen
- 9.0k
Open issues
- juicefs
- 171
- autogen
- 945
Language
- juicefs
- Go
- autogen
- Python
Adopt for
- juicefs
- -
- autogen
- AutoGen is a Python-based framework for developing and managing agentic AI systems. It includes the AutoGen Studio for no-code GUI setup, integrating with various models.
Persona
- juicefs
- -
- autogen
- -
Runtime
- juicefs
- -
- autogen
- -
License
- juicefs
- Apache-2.0
- autogen
- CC-BY-4.0
Last pushed
- juicefs
- Jul 11, 2026
- autogen
- Apr 15, 2026
Categories
- juicefs
- LLM Frameworks, Developer Tools
- autogen
- LLM Frameworks, AI Agents
Trust and health
Maintenance
- juicefs
- Very active (96%)
- autogen
- Steady (60%)
Days since push
- juicefs
- 0d
- autogen
- 87d
Open issues (now)
- juicefs
- 171
- autogen
- 945
Security scan
- juicefs
- 33 low (33 low)
- autogen
- No lockfile
Full report
- juicefs
- Trust report
- autogen
- Trust report
Choose juicefs if…
- juicefs is primarily Go; autogen is Python.
- License: juicefs is Apache-2.0, autogen is CC-BY-4.0.
- Tags unique to juicefs: filesystem, go, cloud-native, bigdata.
- Also covers Developer Tools.
When NOT to use juicefs
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose autogen if…
- autogen is primarily Python; juicefs is Go.
- License: autogen is CC-BY-4.0, juicefs is Apache-2.0.
- Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure..
- Tags unique to autogen: llm-framework, autogen, agents, ai.
- Also covers AI Agents.
- You need a framework that supports integration with multiple AI models via OpenAI's chat completion client.
When NOT to use autogen
- If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework.
- When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited.
- You need solutions which do not involve additional installations for server components such as `playwright/mcp`, as AutoGen requires this setup for certain functionalities.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (juicedata/juicefs) · observed Jul 11, 2026
- GitHub forks (juicedata/juicefs) · observed Jul 11, 2026
- Last push (juicedata/juicefs) · observed Jul 11, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (microsoft/autogen) · observed Jul 11, 2026
- GitHub forks (microsoft/autogen) · observed Jul 11, 2026
- Last push (microsoft/autogen) · observed Apr 15, 2026
- License file (CC-BY-4.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: juicefs 14k · autogen 60k (synced Jul 11, 2026).
Common questions
- What is the difference between juicefs and autogen?
- juicefs: JuiceFS is a distributed POSIX file system built on top of Redis and S3.. autogen: A programming framework for agentic AI. See the comparison table for live GitHub stats and shared categories.
- When should I choose juicefs over autogen?
- Choose juicefs over autogen when juicefs is primarily Go; autogen is Python; License: juicefs is Apache-2.0, autogen is CC-BY-4.0; Tags unique to juicefs: filesystem, go, cloud-native, bigdata; Also covers Developer Tools.
- When should I choose autogen over juicefs?
- Choose autogen over juicefs when autogen is primarily Python; juicefs is Go; License: autogen is CC-BY-4.0, juicefs is Apache-2.0; Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure.; Tags unique to autogen: llm-framework, autogen, agents, ai; Also covers AI Agents; You need a framework that supports integration with multiple AI models via OpenAI's chat completion client.
- When should I avoid juicefs?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid autogen?
- If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework. When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited. You need solutions which do not involve additional installations for server components such as
playwright/mcp, as AutoGen requires this setup for certain functionalities. - Is juicefs or autogen more popular on GitHub?
- autogen has more GitHub stars (59,658 vs 14,181). Stars measure visibility, not whether either tool fits your constraints.
- Are juicefs and autogen open source?
- Yes - both are open-source projects on GitHub (juicefs: Apache-2.0, autogen: CC-BY-4.0).
- Where can I find alternatives to juicefs or autogen?
- GraphCanon lists graph-backed alternatives at juicefs alternatives and autogen alternatives (juicefs markdown twin, autogen 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, juicefs or autogen?
- juicefs: Very active. autogen: Steady. 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 juicefs and autogen?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: juicefs trust report; autogen trust report.