Snyk

Snyk Code performs deep static analysis of source code using the DeepCode AI Engine to identify security vulnerabilities, code quality issues, and anti-patterns without executing code. The engine analyzes Abstract Syntax Trees (AST) across 40+ programming languages, correlating patterns against a proprietary vulnerability database and machine learning models trained on historical vulnerability data. Real-time scanning integrates directly into IDEs, providing inline fix suggestions with contextual code examples during development.

Snyk Open Source scans project manifests (package.json, requirements.txt, pom.xml, Gemfile, go.mod, etc.) to identify known vulnerabilities in direct and transitive open-source dependencies. The platform maintains a proprietary database of vulnerability intelligence aggregated from public CVE feeds, security advisories, and Snyk's own research. Scanning can be triggered on-demand, scheduled, or integrated into CI/CD pipelines; continuous monitoring watches for newly disclosed vulnerabilities in already-scanned projects and alerts developers to remediation paths (patches, upgrades, or workarounds).

Snyk integrates with Jira (cloud and self-hosted) to automatically create and track vulnerability issues, enabling security findings to be managed within existing issue tracking workflows. The integration maps Snyk vulnerabilities to Jira issues with configurable fields (priority, assignee, labels, custom fields), enables developers to track remediation progress, and provides bidirectional sync to keep Snyk and Jira in sync. Integration is available in Team plan and above.

Snyk provides remediation recommendations for identified vulnerabilities, including upgrade paths for dependencies, base image recommendations for containers, and corrected IaC code examples. For open-source dependencies, Snyk can automatically apply patches via the snyk fix command or create pull requests with recommended upgrades. Recommendations are prioritized based on risk scores, and Snyk provides guidance on breaking changes and compatibility impacts to help developers make informed remediation decisions.

Snyk generates compliance reports mapping vulnerability findings to regulatory frameworks (CIS benchmarks, PCI-DSS, HIPAA, SOC 2, GDPR, etc.) and provides audit trails documenting vulnerability discovery, assignment, remediation, and closure. Reports are available in multiple formats (PDF, JSON, CSV) and can be scheduled for automatic generation and delivery. Compliance reporting is available in Ignite and Enterprise plans and helps organizations demonstrate security posture to auditors and stakeholders.

Snyk provides real-time and historical reporting capabilities designed for security engineers and GRC (Governance, Risk, Compliance) teams. Reports track vulnerability discovery trends, remediation progress, policy compliance, and security posture over time. Reporting is available in Ignite and Enterprise tiers and supports compliance documentation and executive visibility.

Snyk API & Web (available as add-on) provides dynamic application security testing (DAST) capabilities for discovering and testing vulnerabilities in running APIs and web applications. The system performs active scanning of application endpoints to identify runtime vulnerabilities, injection flaws, authentication issues, and other OWASP Top 10 issues. DAST scanning complements static analysis by testing actual application behavior.

Snyk Container scans Docker images and container registries (Docker Hub, Amazon ECR, Google Container Registry, Azure Container Registry, Artifactory, Quay, etc.) for vulnerabilities in base OS layers, application dependencies, and configuration issues. Scanning can be triggered on image push, scheduled periodically, or integrated into CI/CD pipelines. The platform analyzes image layers, identifies vulnerable packages, and provides remediation recommendations (base image upgrades, dependency patches). Integration with container registries enables continuous monitoring of deployed images for newly disclosed vulnerabilities.

Snyk IaC scans Terraform, CloudFormation, Kubernetes manifests, Helm charts, Azure Resource Manager templates, and other IaC files for security misconfigurations, compliance violations, and best-practice deviations. The platform analyzes declarative infrastructure definitions against a proprietary policy database and provides remediation recommendations with code examples. Scanning integrates into CI/CD pipelines to enforce security gates before infrastructure deployment, and continuous monitoring watches for policy drift in deployed infrastructure.

Snyk provides IDE plugins (VS Code, JetBrains IDEs, Visual Studio, etc.) that perform real-time scanning of code as developers type, providing inline vulnerability alerts, fix suggestions, and contextual explanations without leaving the editor. The plugin integrates with Snyk's backend services to analyze code against the vulnerability database and AI models, displaying results as inline diagnostics, hover tooltips, and code actions. Developers can apply fixes directly from the IDE, and the plugin tracks scan history and remediation status.

Snyk integrates with CI/CD platforms (GitHub Actions, GitLab CI, Jenkins, CircleCI, Azure Pipelines, etc.) to automatically scan code, dependencies, containers, and IaC on every commit, pull request, or scheduled interval. The platform can enforce security gates (fail builds if vulnerabilities exceed severity thresholds) and generate reports for compliance and audit trails. Integration is configured via Snyk CLI, native plugins, or webhook-based triggers, enabling organizations to shift-left security by preventing vulnerable code from reaching production.

Snyk continuously monitors projects for newly disclosed vulnerabilities in dependencies and deployed containers, automatically re-scanning when new CVEs are published or when code changes are committed. The platform maintains a real-time feed of vulnerability intelligence from public CVE databases, security advisories, and Snyk's own research, and alerts developers to new vulnerabilities in their projects via email, Slack, or other integrations. Continuous monitoring is enabled by default for all scanned projects and provides visibility into emerging threats without requiring manual re-scans.

Snyk CLI is a command-line tool that enables developers and CI/CD systems to scan code, dependencies, containers, and IaC locally or in pipelines without requiring IDE integration or web dashboard access. The CLI supports multiple commands (snyk test, snyk monitor, snyk fix, snyk code, snyk container, snyk iac) for different scanning types and provides output in multiple formats (JSON, SARIF, human-readable). The tool integrates with Snyk's backend services for vulnerability intelligence and can be used offline with cached vulnerability data.

Snyk maintains a proprietary vulnerability database aggregating data from public CVE feeds, security advisories, GitHub Security Advisories, and Snyk's own security research. The platform applies proprietary risk scoring algorithms that factor in vulnerability severity (CVSS), exploitability, prevalence in the ecosystem, and other contextual factors to prioritize remediation efforts. The database is continuously updated with newly disclosed vulnerabilities, and Snyk provides transparency reports on vulnerability trends and ecosystem-wide risk metrics.

Snyk integrates with source code management platforms (GitHub, GitLab, Bitbucket, Azure Repos) via OAuth or API tokens to automatically scan code on every commit, pull request, or scheduled interval. The platform uses webhooks to trigger scans when code changes are pushed, and provides inline feedback on pull requests (comments, status checks) to enable developers to remediate vulnerabilities before merging. Integration supports both cloud-hosted and self-hosted SCM instances (GitHub Enterprise Server, GitLab Enterprise, Bitbucket Server, Azure DevOps Server).