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Guardana vs Semgrep
Semgrep performs static code analysis, lacking offline AI artifact scans and runtime probing.
GuardanaScan AI artifacts offline, probe live systems, and compare security runs with Guardana.
SemgrepStatic analysis for finding bugs and security issues in codeWhich to pick
Pick Guardana if you want…
- Offline AI security verification
- A free, open-source tool
- Integrations with pip, uvx or GitHub Actions (on Guardana's list, not Semgrep's)
Pick Semgrep if you want…
- AI-augmented static analysis across code and supply chain
- Static analysis for code bugs
- Integrations with CLI, CI/CD or VS Code (on Semgrep's list, not Guardana's)
Side by side
- What it is
- Guardana:Guardana is an open-source tool that scans AI model/code artifacts, probes live endpoints, grades recorded runs, and diffs security results.
- Semgrep:Semgrep is an extensible AppSec platform that combines AI-assisted SAST, SCA, secrets and malware detection to surface actionable security issues.
- Best for
- Guardana:Offline AI security verification
- Semgrep:AI-augmented static analysis across code and supply chain
- Who it’s for
- Guardana:Security and platform engineers building or operating AI systems.
- Semgrep:Developers, AppSec teams and security leaders who need integrated static analysis.
- Pricing
- Guardana:Open source
- Semgrep:Freemium
- Open source
- Guardana:Yes, 267 GitHub stars
- Semgrep:Yes, 16,826 GitHub stars
- Works with
- Guardana:pip, uvx, GitHub Actions, pytest, langchain, PostgreSQL
- Semgrep:CLI, CI/CD, VS Code, GitHub, GitLab, Bitbucket, Azure, Jira
Guardana features
- Offline Scan. Runs deterministic rule checks on model and code artifacts without sending data.
- Live Probe. Tests running model endpoints or agents and records findings.
- Grade Recorded Runs. Applies security rules to saved interactions without contacting the system.
- Diff Comparisons. Compares two saved runs to see regressions or improvements.
- Custom Policies. Define new rules in YAML or Python and package them as policy packs.
- CI Integration. GitHub Action and pytest helper let you enforce checks in CI pipelines.
- Multiple Output Formats. Exports results as SARIF, JSON, JUnit or plain text.
- Optional Collector. Self-hosted PostgreSQL collector can store runs and evidence.
Semgrep features
- AI-assisted SAST, SCA & Secrets. Detect vulnerabilities, vulnerable dependencies and hard-coded secrets with rule-based analysis enhanced by AI.
- Multimodal Detection. Combine deterministic static analysis with AI reasoning to find complex issues like IDORs and logic flaws.
- Noise Filtering & Triage. AI learns code context to suppress false positives and prioritize real risks, reducing backlog.
- Automated Remediation. Generate fix suggestions and upgrade guidance directly in PRs and IDEs.
- Malware Firewall. Runs on developer machines to block malicious open-source packages before they reach the environment.
- Incident Response Automation. Enterprise policies trigger Slack/Jira workflows and API alerts for rapid malware incident handling.
- Wide Integration Support. CLI, CI/CD, VS Code, JetBrains, GitHub, GitLab, Bitbucket, Azure, Jira, APIs/webhooks and AI tool integrations.
Guardana vs Semgrep FAQ
Is Guardana or Semgrep free?+
Guardana is free and open source. Semgrep has a free plan and paid plans.
Is Guardana or Semgrep open source?+
Yes, both are open source: Guardana (guardana/guardana on GitHub, Apache-2.0 license) and Semgrep (semgrep/semgrep on GitHub, LGPL-2.1 license).
Do Guardana and Semgrep integrate with the same tools?+
Their integration lists don't overlap: Guardana lists pip, uvx, GitHub Actions, pytest and 2 more; Semgrep lists CLI, CI/CD, VS Code, GitHub and 10 more.
On DevHunt
Based on each tool's website and DevHunt data. Details may change; check the official sites.