Comparison
circuit-breakers vs AutoDefense
Verdict
Pick circuit-breakers when circuit-breakers is primarily Jupyter Notebook; AutoDefense is Python; pick AutoDefense when autoDefense is primarily Python; circuit-breakers is Jupyter Notebook.
Markdown twin · circuit-breakers alternatives · AutoDefense alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | circuit-breakers | AutoDefense |
|---|---|---|
| Maintenance | Dormant (679d since push) As of 2w · github_public_v1 | Slowing (201d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Personal account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- circuit-breakers
- Improving Alignment and Robustness with Circuit Breakers
- AutoDefense
- Multi-Agent LLM Defense against Jailbreak Attacks
Stars
- circuit-breakers
- 266
- AutoDefense
- 68
Forks
- circuit-breakers
- 42
- AutoDefense
- 20
Open issues
- circuit-breakers
- 14
- AutoDefense
- 1
Language
- circuit-breakers
- Jupyter Notebook
- AutoDefense
- Python
Adopt for
- circuit-breakers
- -
- AutoDefense
- AutoDefense uses a multi-agent framework to mitigate jailbreak attacks on LLMs, installed via Python.
Persona
- circuit-breakers
- -
- AutoDefense
- -
Runtime
- circuit-breakers
- -
- AutoDefense
- -
License
- circuit-breakers
- MIT
- AutoDefense
- MIT
Last pushed
- circuit-breakers
- Sep 24, 2024
- AutoDefense
- Jan 15, 2026
Categories
- circuit-breakers
- Evaluation & Observability
- AutoDefense
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- circuit-breakers
- Dormant (18%)
- AutoDefense
- Slowing (36%)
Days since push
- circuit-breakers
- 679d
- AutoDefense
- 201d
Open issues (now)
- circuit-breakers
- 14
- AutoDefense
- 1
Owner type
- circuit-breakers
- Organization
- AutoDefense
- User
Full report
- circuit-breakers
- Trust report
- AutoDefense
- Trust report
Choose circuit-breakers if…
- circuit-breakers is primarily Jupyter Notebook; AutoDefense is Python.
- Tags unique to circuit-breakers: adversarial-attacks, alignment, circuit breaker, robustness.
- If needing robust protection against adversarial attacks that do not compromise model capability
When NOT to use circuit-breakers
- When the focus is on enhancing content diversity rather than filtering harmful content
- In scenarios where minimizing the alteration of original model output is critical
Choose AutoDefense if…
- AutoDefense is primarily Python; circuit-breakers is Jupyter Notebook.
- Tags unique to AutoDefense: defense-mechanism, jailbreak prevention, large language models, llm-defense.
- Also covers AI Agents.
- Implementing robust defenses for enterprise-level AI projects with high-security requirements
When NOT to use AutoDefense
- Projects requiring light-weight solutions where multi-agent systems might introduce complexity overhead
- Environments without access to Python and its ecosystem, as AutoDefense depends on specific Python packages
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GraySwanAI/circuit-breakers) · observed Aug 5, 2026
- GitHub forks (GraySwanAI/circuit-breakers) · observed Aug 5, 2026
- Last push (GraySwanAI/circuit-breakers) · observed Sep 24, 2024
- License file (MIT) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (XHMY/AutoDefense) · observed Aug 5, 2026
- GitHub forks (XHMY/AutoDefense) · observed Aug 5, 2026
- Last push (XHMY/AutoDefense) · observed Jan 15, 2026
- License file (MIT) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: circuit-breakers 266 · AutoDefense 68 (synced Aug 5, 2026).
Common questions
- What is the difference between circuit-breakers and AutoDefense?
- circuit-breakers: Improving Alignment and Robustness with Circuit Breakers. AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks. See the comparison table for live GitHub stats and shared categories.
- When should I choose circuit-breakers over AutoDefense?
- Choose circuit-breakers over AutoDefense when circuit-breakers is primarily Jupyter Notebook; AutoDefense is Python; Tags unique to circuit-breakers: adversarial-attacks, alignment, circuit breaker, robustness; If needing robust protection against adversarial attacks that do not compromise model capability.
- When should I choose AutoDefense over circuit-breakers?
- Choose AutoDefense over circuit-breakers when AutoDefense is primarily Python; circuit-breakers is Jupyter Notebook; Tags unique to AutoDefense: defense-mechanism, jailbreak prevention, large language models, llm-defense; Also covers AI Agents; Implementing robust defenses for enterprise-level AI projects with high-security requirements.
- When should I avoid circuit-breakers?
- When the focus is on enhancing content diversity rather than filtering harmful content In scenarios where minimizing the alteration of original model output is critical
- When should I avoid AutoDefense?
- Projects requiring light-weight solutions where multi-agent systems might introduce complexity overhead Environments without access to Python and its ecosystem, as AutoDefense depends on specific Python packages
- Is circuit-breakers or AutoDefense more popular on GitHub?
- circuit-breakers has more GitHub stars (266 vs 68). Stars measure visibility, not whether either tool fits your constraints.
- Are circuit-breakers and AutoDefense open source?
- Yes - both are open-source projects on GitHub (circuit-breakers: MIT, AutoDefense: MIT).
- Where can I find alternatives to circuit-breakers or AutoDefense?
- GraphCanon lists graph-backed alternatives at circuit-breakers alternatives and AutoDefense alternatives (circuit-breakers markdown twin, AutoDefense 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, circuit-breakers or AutoDefense?
- circuit-breakers: Dormant. AutoDefense: Slowing. 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 circuit-breakers and AutoDefense?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: circuit-breakers trust report; AutoDefense trust report.