Comparison
agentic_security vs ps-fuzz
Verdict
Pick agentic_security when license: agentic_security is Apache-2.0, ps-fuzz is MIT; pick ps-fuzz when license: ps-fuzz is MIT, agentic_security is Apache-2.0.
Markdown twin · agentic_security alternatives · ps-fuzz alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | agentic_security | ps-fuzz |
|---|---|---|
| Maintenance | Steady (35d since push) As of 3w · github_public_v1 | Slowing (169d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 3w · github_public_v1 | Not a fork · Organization 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
- agentic_security
- Agentic LLM Vulnerability Scanner / AI red teaming kit
- ps-fuzz
- Test and harden system prompts for GenAI apps to ensure safety and security.
Stars
- agentic_security
- 1.9k
- ps-fuzz
- 702
Forks
- agentic_security
- 270
- ps-fuzz
- 102
Open issues
- agentic_security
- 70
- ps-fuzz
- 20
Language
- agentic_security
- Python
- ps-fuzz
- Python
Adopt for
- agentic_security
- Agentic Security is an agent-based framework for scanning vulnerabilities in large language models with a Python-based toolkit for robust security assessments via fuzz testing.
- ps-fuzz
- -
Persona
- agentic_security
- -
- ps-fuzz
- -
Runtime
- agentic_security
- -
- ps-fuzz
- -
License
- agentic_security
- Apache-2.0 - Permissive license encouraging free use and modification under the condition of preserving notices.
- ps-fuzz
- MIT
Last pushed
- agentic_security
- Jun 23, 2026
- ps-fuzz
- Feb 16, 2026
Categories
- agentic_security
- Evaluation & Observability, LLM Frameworks
- ps-fuzz
- Developer Tools, Evaluation & Observability
Trust and health
Maintenance
- agentic_security
- Steady (60%)
- ps-fuzz
- Slowing (36%)
Days since push
- agentic_security
- 35d
- ps-fuzz
- 169d
Open issues (now)
- agentic_security
- 70
- ps-fuzz
- 20
Owner type
- agentic_security
- User
- ps-fuzz
- Organization
Full report
- agentic_security
- Trust report
- ps-fuzz
- Trust report
Shared compatibility
- Python · agentic_security: Python runtime · ps-fuzz: Python runtime
Choose agentic_security if…
- License: agentic_security is Apache-2.0, ps-fuzz is MIT.
- Tags unique to agentic_security: agent-framework, fuzzing, llm-evaluation, red-teaming.
- Also covers LLM Frameworks.
- agentic_security ships Docker support for self-hosted deployment.
- Developers need to ensure their LLMs are secure from jailbreak attempts and vulnerabilities.
When NOT to use agentic_security
- Teams require solutions that do not involve agent frameworks for vulnerability scanning.
- Projects seek a no-fuzz-testing approach for evaluating LLM security.
Choose ps-fuzz if…
- License: ps-fuzz is MIT, agentic_security is Apache-2.0.
- Tags unique to ps-fuzz: ai-fuzzer, fuzzer, generative-ai, llm-fuzzer.
- Also covers Developer Tools.
- When you need to methodically test system prompts in generative AI applications for potential security flaws.
When NOT to use ps-fuzz
- If your project does not involve generative AI applications or does not require prompt testing for security reasons.
- For tasks unrelated to the hardening and evaluation of system prompts, as ps-fuzz is specifically designed for this purpose.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (msoedov/agentic_security) · observed Jul 28, 2026
- GitHub forks (msoedov/agentic_security) · observed Jul 28, 2026
- Last push (msoedov/agentic_security) · observed Jun 23, 2026
- License file (Apache-2.0) · observed Jul 28, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (prompt-security/ps-fuzz) · observed Aug 5, 2026
- GitHub forks (prompt-security/ps-fuzz) · observed Aug 5, 2026
- Last push (prompt-security/ps-fuzz) · observed Feb 16, 2026
- License file (MIT) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agentic_security 1.9k · ps-fuzz 702 (synced Jul 28, 2026).
Common questions
- What is the difference between agentic_security and ps-fuzz?
- agentic_security: Agentic LLM Vulnerability Scanner / AI red teaming kit. ps-fuzz: Test and harden system prompts for GenAI apps to ensure safety and security.. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentic_security over ps-fuzz?
- Choose agentic_security over ps-fuzz when License: agentic_security is Apache-2.0, ps-fuzz is MIT; Tags unique to agentic_security: agent-framework, fuzzing, llm-evaluation, red-teaming; Also covers LLM Frameworks; agentic_security ships Docker support for self-hosted deployment; Developers need to ensure their LLMs are secure from jailbreak attempts and vulnerabilities.
- When should I choose ps-fuzz over agentic_security?
- Choose ps-fuzz over agentic_security when License: ps-fuzz is MIT, agentic_security is Apache-2.0; Tags unique to ps-fuzz: ai-fuzzer, fuzzer, generative-ai, llm-fuzzer; Also covers Developer Tools; When you need to methodically test system prompts in generative AI applications for potential security flaws.
- When should I avoid agentic_security?
- Teams require solutions that do not involve agent frameworks for vulnerability scanning. Projects seek a no-fuzz-testing approach for evaluating LLM security.
- When should I avoid ps-fuzz?
- If your project does not involve generative AI applications or does not require prompt testing for security reasons. For tasks unrelated to the hardening and evaluation of system prompts, as ps-fuzz is specifically designed for this purpose.
- Is agentic_security or ps-fuzz more popular on GitHub?
- agentic_security has more GitHub stars (1,943 vs 702). Stars measure visibility, not whether either tool fits your constraints.
- Are agentic_security and ps-fuzz open source?
- Yes - both are open-source projects on GitHub (agentic_security: Apache-2.0, ps-fuzz: MIT).
- Where can I find alternatives to agentic_security or ps-fuzz?
- GraphCanon lists graph-backed alternatives at agentic_security alternatives and ps-fuzz alternatives (agentic_security markdown twin, ps-fuzz 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, agentic_security or ps-fuzz?
- agentic_security: Steady. ps-fuzz: 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 agentic_security and ps-fuzz?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentic_security trust report; ps-fuzz trust report.