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    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-code.md",
    "excerpt": "Visualize the path of the issue from source to sink with a step-by-step flow.",
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    "id": "snyk-docs-4",
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    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-code.md",
    "excerpt": "Sort by and prioritize the more important issues by incorporating factors such as issue prevalence, ease of fix, and risk factor into a single risk score.",
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    "excerpt": "Configure Snyk to ignore suggested fixes for an issue to suppress specific warnings.",
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    "excerpt": "The Snyk CLI brings the functionality of Snyk into your development workflow. You can run the CLI locally from the command line or in an IDE.",
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    "id": "snyk-gh-2",
    "tier": "github",
    "url": "https://github.com/snyk/cli",
    "excerpt": "Alternatively, you can perform a quick test on a public npm package, for example `snyk test ionic`.",
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    "id": "snyk-docs-10",
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    "url": "https://docs.snyk.io/agent-security/agentic-security-with-snyk-studio/getting-started-with-snyk-studio.md",
    "excerpt": "Snyk Studio supports a default hooks-based approach for some agentic development environments (ADEs) to ensure code written by AI coding assistants is secure at inception (SAI)",
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    "url": "https://docs.snyk.io/agent-security/agentic-security-with-snyk-studio/getting-started-with-snyk-studio.md",
    "excerpt": "To validate the MCP server configuration, prompt your coding agent with natural language, for example, \"scan my directory for security issues\".",
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    "url": "https://docs.snyk.io/scan-fix-and-prevent/fix/remediation-agent.md",
    "excerpt": "The Remediation Agent is an LLM-driven tool that automates vulnerability remediation in your projects. It scans your Project with Snyk, generates a fix plan enriched with Snyk security intelligence, applies the fixes, and verifies the result",
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    "url": "https://docs.snyk.io/scan-fix-and-prevent/fix/remediation-agent.md",
    "excerpt": "Snyk CLI: Run `snyk fix --agentic` from your terminal to trigger a human-in-the-loop interactive remediation experience without an IDE.",
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    "excerpt": "Risk-based prioritization\n\n–\n\n–\n\nReporting dashboard",
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    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-code.md",
    "excerpt": "Snyk Code is a developer-first static application security testing (SAST) solution. By scanning code in real-time and providing actionable insights directly in the developer workflow across IDEs, repositories, and CI/CD pipelines, you can identify and address vulnerabilities early on.",
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    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-open-source.md",
    "excerpt": "Open-source packages often reference other packages, and many vulnerabilities are found in these indirect dependencies.",
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    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-open-source.md",
    "excerpt": "Snyk Open Source can also scan your Projects for license compliance, checking against licenses known to Snyk.",
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    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-open-source.md",
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    "url": "https://docs.snyk.io/scan-fix-and-prevent/fix/remediation-agent.md",
    "excerpt": "Run `/snyk-fix` in your coding assistant to scan the project and apply a fix for the top vulnerability. Use `/snyk-batch-fix` to address multiple issues at once.",
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    "id": "snyk-gh-4",
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    "url": "https://github.com/snyk/cli",
    "excerpt": "Look at the `test` command report in your terminal. The report shows the vulnerabilities Snyk found in the package.",
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  },
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    "id": "snyk-gh-5",
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    "url": "https://docs.snyk.io/agent-security/agentic-security-with-snyk-studio/getting-started-with-snyk-studio.md",
    "excerpt": "The Snyk MCP Server is designed as a local MCP server, running on your system using the Snyk CLI to ensure local file access.",
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    "excerpt": "Write secure configurations for HashiCorp Terraform, AWS CloudFormation, Kubernetes, and Azure Resource Manager (ARM)... View issues and receive fix advice so you can make changes directly to code, before applications reach production.",
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    "url": "https://docs.snyk.io/agent-security/agentic-security-with-snyk-studio/getting-started-with-snyk-studio.md",
    "excerpt": "prompt your coding agent with natural language, for example, \"scan my directory for security issues\".",
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    "url": "https://docs.snyk.io/integrations",
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    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-open-source.md",
    "excerpt": "You can also find and address licensing issues in or caused by these open-source libraries.",
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    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-iac.md",
    "excerpt": "With Snyk Infrastructure as Code (IaC), you can secure cloud infrastructure configurations before and after deployment.",
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    "url": "https://docs.snyk.io/supported-languages/supported-languages-list/java-and-kotlin/snyk-cli-for-java-and-kotlin.md",
    "excerpt": "To test Maven and Gradle Projects, use the `snyk test` command as follows",
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    "url": "https://docs.snyk.io/supported-languages/supported-languages-list/javascript/snyk-cli-for-javascript.md",
    "excerpt": "To help generate reports locally or at build time, see the [snyk-to-html plugin]",
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    "excerpt": "`--yarn-workspaces`: For Yarn Workspaces use the `--all-projects` flag to test and monitor your packages",
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    "url": "https://docs.snyk.io/supported-languages/supported-languages-list/.net/snyk-cli-for-.net.md",
    "excerpt": "`--file=`: Targets a specific solution file (`.sln`) or Project file.",
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    "url": "https://docs.snyk.io/supported-languages/supported-languages-list/.net/snyk-cli-for-.net.md",
    "excerpt": "To perform source code analysis, run `snyk code test` from the root of the Project.",
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    "url": "https://docs.snyk.io/platform-administration/user-management/custom-role-templates/cli-tester-role-template.md",
    "excerpt": "This Organization-level role allows service accounts in CI/CD pipelines to run basic Snyk CLI commands.",
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    "url": "https://docs.snyk.io/platform-administration/user-management/custom-role-templates/read-only-cli-tester-role-template.md",
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    "url": "https://docs.snyk.io/platform-administration/snyk-broker/universal-broker/running-your-universal-broker-client.md",
    "excerpt": "Run your Broker deployment on your container engine ([Docker Compose](#docker-compose-example) or [Kubernetes cluster](#helm)).",
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    "url": "https://docs.snyk.io/platform-administration/snyk-broker/universal-broker/broker-client-url.md",
    "excerpt": "see the issues in the PR if you are using the inline comments capability, and view the details in the Snyk portal",
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    "url": "https://docs.snyk.io/platform-administration/snyk-broker/snyk-broker-container-registry-agent.md",
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    "url": "https://docs.snyk.io/platform-administration/snyk-broker/snyk-broker-container-registry-agent/setting-up-the-container-registry-agent-for-a-brokered-ecr-integration.md",
    "excerpt": "How to set up the Container Registry Agent for a brokered Amazon ECR integration with Snyk",
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    "id": "snyk-docs-54",
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    "url": "https://docs.snyk.io/platform-administration/snyk-broker/snyk-broker-container-registry-agent/install-broker-for-container-registry-agent-using-helm.md",
    "excerpt": "How to install Snyk Broker for the Container Registry Agent using Helm",
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  },
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    "id": "snyk-docs-55",
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    "url": "https://docs.snyk.io/platform-administration/snyk-broker/snyk-broker-container-registry-agent/container-registry-agent-advanced-configuration-using-docker.md",
    "excerpt": "The Container Registry Agent (CRA) runs an HTTP server by default. CRA can be configured to run an HTTPS server for local connections.",
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  },
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    "excerpt": "Snyk can integrate with self-hosted private container registries that are not internet-accessible and can help you to better secure container images in those registries.",
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  },
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    "url": "https://docs.snyk.io/platform-administration/snyk-broker/update-the-snyk-broker-client.md",
    "excerpt": "Snyk regularly releases updated versions of the Broker client in order to provide new features, bug fixes, and more.",
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  },
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    "id": "snyk-docs-58",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/platform-administration/snyk-broker/https-for-broker-client-with-docker.md",
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    "fetchedAt": "2026-09-16T18:46:16.287Z"
  },
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    "id": "snyk-docs-59",
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    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-iac/current-iac-custom-rules/install-the-sdk.md",
    "excerpt": "Install the SDK using one of these options",
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  },
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    "id": "snyk-docs-60",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-iac/current-iac-custom-rules/writing-rules-using-the-sdk/writing-a-rule.md",
    "excerpt": "Rules are written in Rego.",
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  },
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    "id": "snyk-docs-61",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-iac/current-iac-custom-rules/writing-rules-using-the-sdk/parsing-an-input-file.md",
    "excerpt": "Snyk provides a `parse` command.",
    "fetchedAt": "2026-09-16T18:46:16.287Z"
  },
  {
    "id": "snyk-docs-62",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-iac/current-iac-custom-rules/writing-rules-using-the-sdk.md",
    "excerpt": "Add unit tests for the rules you have written to verify your rules.",
    "fetchedAt": "2026-09-16T18:46:16.287Z"
  },
  {
    "id": "snyk-docs-63",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/scan-fix-and-prevent/fix/remediation-agent.md",
    "excerpt": "The Remediation Agent is an LLM-driven tool that automates vulnerability remediation in your projects.",
    "fetchedAt": "2026-09-16T18:46:16.287Z"
  },
  {
    "id": "snyk-gh-8",
    "tier": "github",
    "url": "https://github.com/snyk/cli",
    "excerpt": "Snyk IaC: Find and fix insecure configurations in Terraform and Kubernetes code",
    "fetchedAt": "2026-09-16T18:46:16.287Z"
  },
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    "id": "snyk-docs-64",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-open-source.md",
    "excerpt": "Snyk Open Source allows you to find and fix vulnerabilities in the open-source libraries used by your applications. You can also find and address licensing issues",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-docs-65",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-iac.md",
    "excerpt": "With Snyk IaC, you can:\n\n* Write secure configurations for HashiCorp Terraform, AWS CloudFormation, Kubernetes, and Azure Resource Manager (ARM)",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-docs-66",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-secrets/secrets-scanning-in-the-snyk-cli.md",
    "excerpt": "Scan your codebase for hard-coded secrets, including API keys and passwords. Use the `snyk secrets test` command to run a secrets scan from the command line.",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-docs-67",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/supported-languages/supported-languages-list/.net/snyk-cli-for-.net.md",
    "excerpt": "To analyze Open Source libraries, install your dependencies, then run `snyk test`... To perform source code analysis, run `snyk code test` from the root of the Project.",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-docs-68",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-iac/current-iac-custom-rules/sdk-reference.md",
    "excerpt": "The SDK helps you write, debug, test, bundle, and distribute custom rules written in Rego, which can then be used by the Snyk IaC CLI to find vulnerabilities in IaC configuration files.",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-docs-69",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/agent-security/agentic-security-with-snyk-studio/getting-started-with-snyk-studio.md",
    "excerpt": "Snyk Studio supports a default hooks-based approach for some agentic development environments (ADEs) to ensure code written by AI coding assistants is secure at inception (SAI): Claude Code, Cursor, Codex CLI, Gemini CLI, GitHub Copilot",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-docs-70",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/developer-tools/integrations/snyk-ide-plugins-and-extensions/eclipse-plugin.md",
    "excerpt": "The Snyk Eclipse extension allows you to analyze your code, open-source dependencies, and Infrastructure as Code (IaC) configurations. With actionable insights directly in your IDE",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-docs-71",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-api-web/integrations/cli-key-features.md",
    "excerpt": "You can run operations on your targets, scans, and findings one by one or in bulk by providing the identifiers or applying a filter.",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-docs-72",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-api-web/start-scanning/overview-scanning-agent/install-scanning-agent.md",
    "excerpt": "The Scanning Agent lets you scan internal applications without exposing them to the internet",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-docs-73",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/platform-administration/user-management/custom-role-templates/cli-tester-role-template.md",
    "excerpt": "This Organization-level role allows service accounts in CI/CD pipelines to run basic Snyk CLI commands. The role grants permissions to run `snyk test` to check Projects for vulnerabilities and `snyk monitor`",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-docs-74",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/scan-fix-and-prevent/scan-with-snyk/snyk-iac/current-iac-custom-rules/writing-rules-using-the-sdk/pushing-a-bundle.md",
    "excerpt": "Optionally, once you have generated your custom rules bundle, you can distribute it automatically to one of our supported OCI registries by using the `push` command",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-docs-75",
    "tier": "claimed-docs",
    "url": "https://docs.snyk.io/platform-administration/snyk-broker/snyk-broker-container-registry-agent.md",
    "excerpt": "Snyk Broker Container Registry Agent is available only with Enterprise plans.",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-gh-9",
    "tier": "github",
    "url": "https://github.com/snyk/cli",
    "excerpt": "Snyk Open Source: Find and automatically fix open-source vulnerabilities",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-docs-76",
    "tier": "claimed-docs",
    "url": "https://snyk.io/plans/",
    "excerpt": "Access to SCA, SAST, IaC & Container\n\nReal-time code scanning Integrations with IDE, CLI, and source code managers",
    "fetchedAt": "2026-09-16T19:50:31.400Z"
  },
  {
    "id": "snyk-comm-1",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=42690473",
    "excerpt": "snyk is the same company that instead of rotating public keys just… changes them without notice. They also mark projects as 'abandoned' if they move to any other forge that isn't github, and they stay abandoned even after new releases appear on npm/pypi. Their competence isn't as big as their fame.",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-comm-2",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=42690473",
    "excerpt": "One of their sales people insulted me over email, because apparently not being interested in buying their product means you're an incompetent developer who can only write software filled with vulnerabilities.",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-comm-3",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=42690473",
    "excerpt": "Behind hundreds of builds Snyk has been a challenging integration that ultimately creates very low value. I recommend using a decent team that goes in for flow weaknesses as these are most responsible for significant findings.",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-comm-4",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=26294972",
    "excerpt": "It's a good tool, and from what I can tell, the free version is probably enough for most small teams or sole developers. The main benefit of the paid plans seems to be scanning on private repos and unlimited tests for 10+ developers.",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-comm-5",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=26294972",
    "excerpt": "Snyk isn't great to be honest and neither is Dependabot though I like the latter better.",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-comm-6",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=26294972",
    "excerpt": "I'm not convinced their tools are better than npm audit + a license checker package... I've been very disappointed with their PR tools, and ended up turning off their automated PRs on their suggestion. They will create dozens or hundreds of PRs to update dependencies, rather than rewriting them. Dependabot is 100x better to work with.",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-comm-7",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=26294972",
    "excerpt": "They use a different vulnerability database. Snyk's contains vulnerabilities that NPM's doesn't have, and vice versa. We're using them both in combination.",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-comm-8",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=26294972",
    "excerpt": "It costs a lot. Especially any add-ons they upsell you on.",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-comm-9",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=26294972",
    "excerpt": "These confuse me because they don't align with yarn/npm audit. Which one is right? It is pretty unrealistic to dig into it myself.",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-comm-10",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=26294972",
    "excerpt": "Until these alerts get better at understanding context of use of a dependency, they're going to remain mostly noise... No, I don't care about the 'low' level vulnerability on a RegExp DDoS possibility of a dependency in my development-time tool.",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-comm-11",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=26294972",
    "excerpt": "we have this thrust on us ... we get pull requests for point release updates but it misses entire versions, it decides that packages that have legitimately been forked by a manufacturer should be replaced by the original package because it has a version bump; generally it's been a pain in the backside.",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-comm-12",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=26294972",
    "excerpt": "Dependabot doesn't work well for a Fortune 50 company... Snyk like most security tools lacks perspective that takes business and how product teams work into consideration. I've heard good things about their container security tools but their appsec stuff doesn't appear to be worth it (they demoed for us recently).",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-comm-13",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=10796762",
    "excerpt": "From their policies page: 'by uploading or posting content to the Platform and providing access to your system's source code repository, you hereby grant to Snyk...a perpetual, worldwide, non-exclusive, royalty free and transferable licence...' No thanks.",
    "fetchedAt": "2026-09-03T23:56:04.959Z"
  },
  {
    "id": "snyk-probe-1",
    "tier": "probe",
    "url": "https://docs.snyk.io/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://docs.snyk.io/llms.txt # Snyk User Docs\n\n## Discover Snyk\n\n- [Homepage](https://docs.snyk.io/readme.md): Scan, prioritize, and fix vulnerabilit",
    "fetchedAt": "2026-09-16T19:50:33.407Z"
  },
  {
    "id": "snyk-probe-2",
    "tier": "probe",
    "url": "https://docs.snyk.io/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.snyk.io/openapi.json, https://docs.snyk.io/swagger.json, https://docs.snyk.io/api/openapi.json, https://docs.snyk.io/.well-known/openapi.json)",
    "fetchedAt": "2026-09-16T19:50:33.407Z"
  },
  {
    "id": "snyk-probe-3",
    "tier": "probe",
    "url": "https://docs.snyk.io/agent-security/agentic-security-with-snyk-studio/getting-started-with-snyk-studio",
    "excerpt": "official MCP server documented at https://docs.snyk.io/agent-security/agentic-security-with-snyk-studio/getting-started-with-snyk-studio",
    "fetchedAt": "2026-09-16T19:50:33.407Z"
  },
  {
    "id": "snyk-probe-4",
    "tier": "probe",
    "url": "https://docs.snyk.io/developer-tools/snyk-cli/snyk-cli",
    "excerpt": "official CLI documented at https://docs.snyk.io/developer-tools/snyk-cli/snyk-cli",
    "fetchedAt": "2026-09-16T19:50:33.407Z"
  }
]