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  • Vulnerability Management
  • Code Security
  • Cloud Security
  • Threat Hunting

The agent harness for cybersecurity

Automate workflows, investigate vulnerabilities, track down owners, and remediate fast — at scale, with zero engineering friction.

Adversaries are getting faster

AI turns a CVE into a working exploit in hours, and anyone can use it. Are you ready for the vulns of the future?

  • AnthropicSep 29, 2026

    An open model wrote a Chrome exploit in 8 hours

    An open-weight model turned a public Chrome patch into a working exploit in 8 hours, for $20.40.

    Anthropic research
  • 2026 zero-days in production stacksPaused
    • Apache TomcatCVE-2026-34486Aug 4
    • Fastjson 1.xCVE-2026-16723Jul 21
    • wp2shellCVE-2026-63030Jul 20
    • Windows ADFSCVE-2026-56155Jul 14
    • GhostLockCVE-2026-43499Jul 9
    • FragnesiaCVE-2026-46300May 13
    • Shai-Hulud wormCVE-2026-45321May 11
    • Copy FailCVE-2026-31431Apr 29
    • axiosaxios@1.14.1Mar 31
    • LangflowCVE-2026-33017Mar 25
    • LiteLLMlitellm@1.82.8Mar 24
    • Trivy Actiontrivy@0.69.4Mar 19
    • Windows RDSCVE-2026-21533Feb 10
    • Windows DWMCVE-2026-21519Feb 10
    • Windows DWMCVE-2026-20805Jan 13
  • JFrog ArtifactoryAug 28, 2026

    From fix to 400K attacks a day in 5 days

    One request gave attackers admin on the server that ships your code. Two weeks on, half hadn't patched.

    Fastly

Solve the hardest problems in cybersecurity using Frontier intelligence

Subagents
Agent Harness
Context
  • Exploitability
  • Ownership
  • Root cause
  • Red team simulation
  • PR creation
  • WAF mitigation
  • Human follow-ups
  • Code to cloud
  • Business context
  • Report writing
  • Cloud: AWS, Google Cloud, Microsoft Azure
  • Code: GitHub, GitLab, Bitbucket
  • Infrastructure: Kubernetes, Docker, Terraform
  • Scanners: Wiz, Rapid7, Qualys
  • Controls: Upwind, Cloudflare, CrowdStrike
  • Tasks: Jira, ServiceNow, Linear

Agents, your way

Agents are hyper-tailored to your specific environment, use cases, needs, and stack.

  • Partner

    Built for you

    • A dedicated Rival engineer tailors agents to your environment
  • Agent Store

    Ready-made agents

    • Agents you can deploy today
    • Tailored on installation
  • Grow

    Build your own

    • Easily automate any complex work
    • Your agents stay yours

Every change needs a beginning.

Don't lose the race.