Comparison
autogen vs tugtainer
Verdict
Pick autogen when license: autogen is CC-BY-4.0, tugtainer is MIT; pick tugtainer when license: tugtainer is MIT, autogen is CC-BY-4.0.
Markdown twin · autogen alternatives · tugtainer alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | autogen | tugtainer |
|---|---|---|
| Maintenance | Steady (87d since push) As of 3d · github_public_v1 | Active (13d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4d · osv@v1 | No lockfile (source not queried) As of today · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- autogen
- A programming framework for agentic AI
- tugtainer
- An application for automated Docker container updates with a web UI
Stars
- autogen
- 60k
- tugtainer
- 1.5k
Forks
- autogen
- 9.0k
- tugtainer
- 49
Open issues
- autogen
- 945
- tugtainer
- 22
Language
- autogen
- Python
- tugtainer
- Python
Adopt for
- 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.
- tugtainer
- -
Persona
- autogen
- -
- tugtainer
- -
Runtime
- autogen
- -
- tugtainer
- -
License
- autogen
- CC-BY-4.0
- tugtainer
- MIT
Last pushed
- autogen
- Apr 15, 2026
- tugtainer
- Jul 1, 2026
Categories
- autogen
- AI Agents, LLM Frameworks
- tugtainer
- AI Agents, Computer Vision, Evaluation & Observability
Trust and health
Maintenance
- autogen
- Steady (60%)
- tugtainer
- Active (82%)
Days since push
- autogen
- 87d
- tugtainer
- 13d
Open issues (now)
- autogen
- 945
- tugtainer
- 22
Owner type
- autogen
- Organization
- tugtainer
- User
Full report
- autogen
- Trust report
- tugtainer
- Trust report
Choose autogen if…
- License: autogen is CC-BY-4.0, tugtainer is MIT.
- 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: agentic-agi, agents, ai, autogen.
- Also covers LLM Frameworks.
- 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.
Choose tugtainer if…
- License: tugtainer is MIT, autogen is CC-BY-4.0.
- Tags unique to tugtainer: angular, auto-update, container-management, container-monitoring.
- Also covers Computer Vision, Evaluation & Observability.
When NOT to use tugtainer
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (Quenary/tugtainer) · observed Jul 15, 2026
- GitHub forks (Quenary/tugtainer) · observed Jul 15, 2026
- Last push (Quenary/tugtainer) · observed Jul 1, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: autogen 60k · tugtainer 1.5k (synced Jul 11, 2026).
Common questions
- What is the difference between autogen and tugtainer?
- autogen: A programming framework for agentic AI. tugtainer: An application for automated Docker container updates with a web UI. See the comparison table for live GitHub stats and shared categories.
- When should I choose autogen over tugtainer?
- Choose autogen over tugtainer when License: autogen is CC-BY-4.0, tugtainer is MIT; 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: agentic-agi, agents, ai, autogen; Also covers LLM Frameworks; You need a framework that supports integration with multiple AI models via OpenAI's chat completion client.
- When should I choose tugtainer over autogen?
- Choose tugtainer over autogen when License: tugtainer is MIT, autogen is CC-BY-4.0; Tags unique to tugtainer: angular, auto-update, container-management, container-monitoring; Also covers Computer Vision, Evaluation & Observability.
- 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. - When should I avoid tugtainer?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- Is autogen or tugtainer more popular on GitHub?
- autogen has more GitHub stars (59,658 vs 1,487). Stars measure visibility, not whether either tool fits your constraints.
- Are autogen and tugtainer open source?
- Yes - both are open-source projects on GitHub (autogen: CC-BY-4.0, tugtainer: MIT).
- Where can I find alternatives to autogen or tugtainer?
- GraphCanon lists graph-backed alternatives at autogen alternatives and tugtainer alternatives (autogen markdown twin, tugtainer 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, autogen or tugtainer?
- autogen: Steady. tugtainer: Active. 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 autogen and tugtainer?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: autogen trust report; tugtainer trust report.