Comparison
latent-jailbreak vs fast-llm-security-guardrails
Verdict
Pick latent-jailbreak if evaluation & Observability tool for assessing latent jailbreak phenomena in large language models; pick fast-llm-security-guardrails if fast-llm-security-guardrails, also known as ZenGuard, is designed for the rapid deployment of security measures into AI agent systems to ensure they operate within defined trust constraints.
Markdown twin · latent-jailbreak alternatives · fast-llm-security-guardrails alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | latent-jailbreak | fast-llm-security-guardrails |
|---|---|---|
| Maintenance | Dormant (805d since push) As of 2w · github_public_v1 | Slowing (187d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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
- latent-jailbreak
- Repository for evaluating text safety and output robustness of large language models
- fast-llm-security-guardrails
- The fastest Trust Layer for AI Agents
Stars
- latent-jailbreak
- 39
- fast-llm-security-guardrails
- 154
Forks
- latent-jailbreak
- 2
- fast-llm-security-guardrails
- 21
Open issues
- latent-jailbreak
- 1
- fast-llm-security-guardrails
- 0
Language
- latent-jailbreak
- Python
- fast-llm-security-guardrails
- Python
Adopt for
- latent-jailbreak
- Evaluation & Observability tool for assessing latent jailbreak phenomena in large language models
- fast-llm-security-guardrails
- fast-llm-security-guardrails, also known as ZenGuard, is designed for the rapid deployment of security measures into AI agent systems to ensure they operate within defined trust constraints.
Persona
- latent-jailbreak
- -
- fast-llm-security-guardrails
- -
Runtime
- latent-jailbreak
- -
- fast-llm-security-guardrails
- -
License
- latent-jailbreak
- MIT
- fast-llm-security-guardrails
- MIT
Last pushed
- latent-jailbreak
- May 21, 2024
- fast-llm-security-guardrails
- Feb 3, 2026
Categories
- latent-jailbreak
- Evaluation & Observability
- fast-llm-security-guardrails
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- latent-jailbreak
- Dormant (18%)
- fast-llm-security-guardrails
- Slowing (36%)
Days since push
- latent-jailbreak
- 805d
- fast-llm-security-guardrails
- 187d
Open issues (now)
- latent-jailbreak
- 1
- fast-llm-security-guardrails
- 0
Owner type
- latent-jailbreak
- User
- fast-llm-security-guardrails
- Organization
OSV dependency advisories
- latent-jailbreak
- No lockfile (source not queried)
- fast-llm-security-guardrails
- Published findings
Full report
- latent-jailbreak
- Trust report
- fast-llm-security-guardrails
- Trust report
Shared compatibility
- Python · latent-jailbreak: Python runtime · fast-llm-security-guardrails: Python runtime
Choose latent-jailbreak if…
- Tags unique to latent-jailbreak: large language models, latent jailbreak, output robustness, text safety.
- When conducting detailed safety assessments of text generation from LLMs like BELLE, ChatGLM2, and ChatGPT
When NOT to use latent-jailbreak
- If quick performance testing without in-depth safety analysis is the priority
- When working exclusively with smaller or less complex models that do not exhibit latent jailbreak behavior
Choose fast-llm-security-guardrails if…
- Tags unique to fast-llm-security-guardrails: agentic-ai, ai-agent, ai-agents, ai-runtime.
- Also covers AI Agents.
- Fast integration of privacy and security guardrails in environments where real-time evaluation and observability are critical.
When NOT to use fast-llm-security-guardrails
- If your project requires a more customizable solution than what fast-llm-security-guardrails offers in its out-of-the-box configurations.
- For teams that operate without established runtime environments like LangChain or LlamaIndex, as this may necessitate significant adaptation of ZenGuard.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (qiuhuachuan/latent-jailbreak) · observed Aug 5, 2026
- GitHub forks (qiuhuachuan/latent-jailbreak) · observed Aug 5, 2026
- Last push (qiuhuachuan/latent-jailbreak) · observed May 21, 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 (ZenGuard-AI/fast-llm-security-guardrails) · observed Aug 10, 2026
- GitHub forks (ZenGuard-AI/fast-llm-security-guardrails) · observed Aug 10, 2026
- Last push (ZenGuard-AI/fast-llm-security-guardrails) · observed Feb 3, 2026
- License file (MIT) · observed Aug 10, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: latent-jailbreak 39 · fast-llm-security-guardrails 154 (synced Aug 5, 2026).
Common questions
- What is the difference between latent-jailbreak and fast-llm-security-guardrails?
- latent-jailbreak: Repository for evaluating text safety and output robustness of large language models. fast-llm-security-guardrails: The fastest Trust Layer for AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose latent-jailbreak over fast-llm-security-guardrails?
- Choose latent-jailbreak over fast-llm-security-guardrails when Tags unique to latent-jailbreak: large language models, latent jailbreak, output robustness, text safety; When conducting detailed safety assessments of text generation from LLMs like BELLE, ChatGLM2, and ChatGPT.
- When should I choose fast-llm-security-guardrails over latent-jailbreak?
- Choose fast-llm-security-guardrails over latent-jailbreak when Tags unique to fast-llm-security-guardrails: agentic-ai, ai-agent, ai-agents, ai-runtime; Also covers AI Agents; Fast integration of privacy and security guardrails in environments where real-time evaluation and observability are critical.
- When should I avoid latent-jailbreak?
- If quick performance testing without in-depth safety analysis is the priority When working exclusively with smaller or less complex models that do not exhibit latent jailbreak behavior
- When should I avoid fast-llm-security-guardrails?
- If your project requires a more customizable solution than what fast-llm-security-guardrails offers in its out-of-the-box configurations. For teams that operate without established runtime environments like LangChain or LlamaIndex, as this may necessitate significant adaptation of ZenGuard.
- Is latent-jailbreak or fast-llm-security-guardrails more popular on GitHub?
- fast-llm-security-guardrails has more GitHub stars (154 vs 39). Stars measure visibility, not whether either tool fits your constraints.
- Are latent-jailbreak and fast-llm-security-guardrails open source?
- Yes - both are open-source projects on GitHub (latent-jailbreak: MIT, fast-llm-security-guardrails: MIT).
- Where can I find alternatives to latent-jailbreak or fast-llm-security-guardrails?
- GraphCanon lists graph-backed alternatives at latent-jailbreak alternatives and fast-llm-security-guardrails alternatives (latent-jailbreak markdown twin, fast-llm-security-guardrails 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, latent-jailbreak or fast-llm-security-guardrails?
- latent-jailbreak: Dormant. fast-llm-security-guardrails: 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 latent-jailbreak and fast-llm-security-guardrails?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: latent-jailbreak trust report; fast-llm-security-guardrails trust report.