What does guardrailprobe do?

Enabling developers to benchmark and validate AI guardrails for security and compliance. It is catalogued under LLM eval & observability on PulseGate.

Who should use guardrailprobe?

guardrailprobe is an open-source project built for AI developers and security engineers.

Does guardrailprobe have a free plan?

Yes — guardrailprobe is open source under the Apache-2.0 license and free to use.

What platforms does guardrailprobe run on?

guardrailprobe runs on the command line. It can also be self-hosted.

Is guardrailprobe still maintained?

Unverified. guardrailprobe has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.

What are alternatives to guardrailprobe?

Similar projects tracked by PulseGate include ai-engineering-guardrails, guardrails-enterprise, and Blue Guardrails.

Is guardrailprobe open source?

Yes — guardrailprobe is open source under the Apache-2.0 license.

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guardrailprobe

PyPIInfrastructure

guardrailprobe is an open-source CLI tool for benchmarking AI guardrails, focusing on OWASP LLM Top 10 vulnerabilities. It generates signed PDF reports and operates without external framework dependencies, supporting AI security and compliance workflows.

Open SourceApache-2.0CLISelf-hosted

Visit PyPI

Overview

5 features

In the LLM eval & observability space, guardrailprobe takes a focused approach. Enabling developers to benchmark and validate AI guardrails for security and compliance. guardrailprobe is an open-source project aimed at AI developers and security engineers. The project is open source (Apache-2.0). It ships for the command line, and it can be self-hosted.

guardrailprobe first shipped in 2026. Among its 5 catalogued features are OWASP LLM Top 10 tests, PDF report generation, and no framework dependency.

Summary written by a language model from the project’s public pages.

OWASP LLM Top 10 tests
PDF report generation
No framework dependency
Red team testing
Security benchmarking

Built with & integrations

Runs on

CLISelf-hosted

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen SourceFree tier

Indexing history

What PulseGate has recorded for this listing

Indexed1 Jul · 09:34 UTC
guardrailprobe verified via PyPI Fresh Feed
Source: PyPI Fresh Feed · Open

Frequently asked questions about guardrailprobe

What does guardrailprobe do?: Enabling developers to benchmark and validate AI guardrails for security and compliance. It is catalogued under LLM eval & observability on PulseGate.
Who should use guardrailprobe?: guardrailprobe is an open-source project built for AI developers and security engineers.
Does guardrailprobe have a free plan?: Yes — guardrailprobe is open source under the Apache-2.0 license and free to use.
What platforms does guardrailprobe run on?: guardrailprobe runs on the command line. It can also be self-hosted.
Is guardrailprobe still maintained?: Unverified. guardrailprobe has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to guardrailprobe?: Similar projects tracked by PulseGate include ai-engineering-guardrails, guardrails-enterprise, and Blue Guardrails.ai-engineering-guardrails guardrails-enterprise Blue Guardrails
How long has guardrailprobe been around?: guardrailprobe first shipped in 2026.
Is guardrailprobe open source?: Yes — guardrailprobe is open source under the Apache-2.0 license.

At a glance

Platforms: CLI
Languages: English
License: Apache-2.0
First seen: 1 Jul 2026
Built for: AI developers and security engineers
Model: Open source
Solves: Enabling developers to benchmark and validate AI guardrails for security and compliance.

Registered as

PyPI: guardrailprobe

Developer

Pypi

Index record

Indexed: 1 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 1 Jul 2026

Identity audit (12)

Slug: guardrailprobe-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 1 Jul 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Canonical URL: https://pypi.org/project/guardrailprobe

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