
Guardana
Actively maintained
- Is it safe? We have not read the data policy of Guardana yet. Read it on the official site before you upload anything.guardana.dev ↗
- Is it free? We have not read the prices of Guardana yet; they are next in our queue. Until then, the official site has them.guardana.dev ↗
- What else does this?
Snykfree
Testsigma Agentic Test Automation Tool
UNPWNEDfreeSee ↓
2.5k installs/mo
Emerging
- For
- Security and platform engineers checking AI model files, code, and live systems before release
- Activity
- Actively maintainedrelease 3 days ago
- How it runs
- CLI
- Used for
- Scan model files for unsafe pickle and dependency risks
- Probe a live model endpoint against selected security rules
- Compare saved verification runs to spot regressions
- Publishes llms.txt, a file written for AI assistantsguardana.dev ↗
- Launched on Product Hunt on Aug 12, 2026Product Hunt ↗
Figure and bar: visits/mo, estimate · year: online since
- #1

Snyk
Scans source code, open source dependencies, container images and infrastructure-as-code for vulnerabilities, and suggests fixes in the IDE, CLI and pull requests.
63.1kActiveFrom $25/mo2015 - #2

Testsigma Agentic Test Automation Tool
Generates, runs, and maintains automated tests for web, mobile, and API applications with self-healing and confidence scoring.
131kActiveContact sales2019 - #3

UNPWNEDMCP · sign-in
Scans websites for exposed services, secrets, and vulnerabilities across browser, API, network, and code layers.
121ActiveFrom $9/user/mo - #4

Navin
Terminal AI agent that writes code, reviews security, hunts leads, and manages marketing campaigns.
100ActiveFrom $20/mo2024 - #5

CodequiryMCP · sign-in
Compares submitted source code against web, GitHub, past submissions and AI-model output to flag copied lines and likely AI-written files.
670ActiveFrom $28/mo2017
Not it? Say what you need
betaThree tools from the Atlas for the job you describe, each with what fits and what does not.
No notes yet. What do you use Guardana for?
Sign in to leave a noteWhat is Guardana?
Scans model and code artifacts offline for unsafe loading code and secrets, and probes live AI endpoints against rules. It is listed in the Atlas under Developer tools.
Who is Guardana for?
Security and platform engineers checking AI model files, code, and live systems before release
Do people use Guardana?
Emerging: 2.5k installs/mo (pypi).
Is Guardana still maintained?
Actively maintained: release 3 days ago.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
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