Comparison
autogen vs testzeus-hercules
Verdict
Pick autogen when license: autogen is CC-BY-4.0, testzeus-hercules is AGPL-3.0; pick testzeus-hercules when license: testzeus-hercules is AGPL-3.0, autogen is CC-BY-4.0.
Markdown twin · autogen alternatives · testzeus-hercules alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | autogen | testzeus-hercules |
|---|---|---|
| Maintenance | Steady (87d since push) As of 4d · github_public_v1 | Very active (1d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Organization 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
- testzeus-hercules
- Hercules is the world’s first open-source testing agent, enabling UI, API, Security, Accessibility, and Visual validations – all without code or maintenance. Automate testing effortlessly and let Herc
Stars
- autogen
- 60k
- testzeus-hercules
- 1.1k
Forks
- autogen
- 9.0k
- testzeus-hercules
- 173
Open issues
- autogen
- 945
- testzeus-hercules
- 33
Language
- autogen
- Python
- testzeus-hercules
- 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.
- testzeus-hercules
- -
Persona
- autogen
- -
- testzeus-hercules
- -
Runtime
- autogen
- -
- testzeus-hercules
- -
License
- autogen
- CC-BY-4.0
- testzeus-hercules
- AGPL-3.0
Last pushed
- autogen
- Apr 15, 2026
- testzeus-hercules
- Jul 13, 2026
Categories
- autogen
- AI Agents, LLM Frameworks
- testzeus-hercules
- AI Agents
Trust and health
Maintenance
- autogen
- Steady (60%)
- testzeus-hercules
- Very active (96%)
Days since push
- autogen
- 87d
- testzeus-hercules
- 1d
Open issues (now)
- autogen
- 945
- testzeus-hercules
- 33
Full report
- autogen
- Trust report
- testzeus-hercules
- Trust report
Choose autogen if…
- License: autogen is CC-BY-4.0, testzeus-hercules is AGPL-3.0.
- 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: agentic-agi, autogen-ecosystem, chatgpt, llm-agent.
- 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 testzeus-hercules if…
- License: testzeus-hercules is AGPL-3.0, autogen is CC-BY-4.0.
- Tags unique to testzeus-hercules: agent, agentic-ai, automation, browser.
- More recently updated (last pushed Jul 13, 2026).
When NOT to use testzeus-hercules
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
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 (test-zeus-ai/testzeus-hercules) · observed Jul 15, 2026
- GitHub forks (test-zeus-ai/testzeus-hercules) · observed Jul 15, 2026
- Last push (test-zeus-ai/testzeus-hercules) · observed Jul 13, 2026
- License file (AGPL-3.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: autogen 60k · testzeus-hercules 1.1k (synced Jul 11, 2026).
Common questions
- What is the difference between autogen and testzeus-hercules?
- autogen: A programming framework for agentic AI. testzeus-hercules: Hercules is the world’s first open-source testing agent, enabling UI, API, Security, Accessibility, and Visual validations – all without code or maintenance. Automate testing effortlessly and let Herc. See the comparison table for live GitHub stats and shared categories.
- When should I choose autogen over testzeus-hercules?
- Choose autogen over testzeus-hercules when License: autogen is CC-BY-4.0, testzeus-hercules is AGPL-3.0; 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: agentic-agi, autogen-ecosystem, chatgpt, llm-agent; 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 testzeus-hercules over autogen?
- Choose testzeus-hercules over autogen when License: testzeus-hercules is AGPL-3.0, autogen is CC-BY-4.0; Tags unique to testzeus-hercules: agent, agentic-ai, automation, browser; More recently updated (last pushed Jul 13, 2026).
- 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 testzeus-hercules?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Is autogen or testzeus-hercules more popular on GitHub?
- autogen has more GitHub stars (59,658 vs 1,075). Stars measure visibility, not whether either tool fits your constraints.
- Are autogen and testzeus-hercules open source?
- Yes - both are open-source projects on GitHub (autogen: CC-BY-4.0, testzeus-hercules: AGPL-3.0).
- Where can I find alternatives to autogen or testzeus-hercules?
- GraphCanon lists graph-backed alternatives at autogen alternatives and testzeus-hercules alternatives (autogen markdown twin, testzeus-hercules 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 testzeus-hercules?
- autogen: Steady. testzeus-hercules: Very 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 testzeus-hercules?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: autogen trust report; testzeus-hercules trust report.