Shark

Shark

Red-team testing and security assessments for production AI agents

Freemium - Free/demo tier available; paid plans for production and enterprise usage (contact for pricing).

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About Shark

Shark is an AI agent security and red-team testing platform that probes production agentic systems for prompt injection, tool misuse, data leakage, output manipulation, and workflow abuse. It simulates attack paths like instruction override, unauthorized tool invocation, system-prompt exposure, and RAG leakage, and delivers evidence-backed reports with logs, repro steps, and remediation guidance. Built for integration into development and security workflows, Shark helps teams validate agent hardening before and after deployment.

Key Features

  • Simulated attack paths: prompt injection, tool misuse, output manipulation
  • Detection of RAG/system-prompt leakage and unauthorized tool invocation
  • Evidence-backed reports with logs, repro steps, and remediation guidance
  • Web-based UI plus API for automation and CI integration
  • Focus on agentic workflow abuse and end-to-end red-team testing

Who is this for?

AI/ML engineers, security and red-team teams, platform engineers running agentic workflows

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