# Show HN: Red-team your AI agent > Source: > Published: 2026-09-23 11:58:50+00:00 # Stop agent failures before they ship. BotGauge uses adaptive red-teaming and real-world scenarios to discover how your agent behaves, then turns what you learn into stronger evaluations, policies, and safeguards as it evolves. 4.6 Rating on G2 [Get Started](https://www.botgauge.com/contact) Featured in Adversarial input Policy violation detected. Agent tried to change the destination and skip approval. Added to evaluation suite. This attack now runs on every future test. ## Your agent can take a path you never anticipated. A change in the model, prompt, tool, or context can send the agent down a completely different path. Botgauge explores those paths to uncover unexpected behavior before it reaches your users. - Find the unknownExplore adaptive real world and adversarial scenarios. - Trace the behaviorInspect prompts, responses, tool calls, context, and execution paths behind every result. - Turn findings into coverageConvert important discoveries into evaluations and safeguards that run with every release. ## From agent behavior to continuous monitoring. ## Red Teaming // Find what your agent does under pressure Run adaptive tests that explore inputs, context, tools, policies, and multi turn interactions. Start with a baseline. Go deeper when the behavior gets interesting. Define custom strategies for the scenarios you care about. - Adaptive testing - Adversarial scenarios - Custom strategies ## Tracing // See how the agent got there Follow every step behind a result. Inspect prompts, responses, tool calls, context, and execution paths to understand the behavior behind a finding. - Agent Traces - Tool Calls - Execution paths ## Evaluations // Turn discoveries into repeatable checks Take the behaviors you find during red teaming and make them part of your evaluation set. Score goal completion, accuracy, policy adherence, and the criteria specific to your agent. - LLM evaluators - Code based checks - Custom criteria ## Policies and Guardrails // Turn what matters into boundaries your agent can follow Carry the standards that matter into evaluation, monitoring, and safeguards. - LLM evaluators - Code based checks - Custom criteria ## One platform for every kind of agent you ship One gauge for every kind of agent you ship One unified platform to evaluate, trace, and monitor any agent — regardless of type, stack, or complexity. RAG assistants Grounded answers across your knowledge and workflows Customer support agents Multi-turn conversations with real customer context Voice agents Real-time conversations with policy-aware actions Multi-agent systems Coordinated workflows across agents and tools Transactional agents Refunds, approvals, transfers, and real system actions ## Built for teams running agents. See how teams use Botgauge to find and improve agent behavior. “Before, we found agent failures after they shipped and scrambled to patch them. Now BotGauge finds them in a red-team campaign before release, and every one it finds becomes a check that runs on every release after.” ## Bring the tools, models, and frameworks you already use. Connect your agent and start testing without changing how your application works. Framework Agnostic Test agents across the frameworks, models, tools, and architectures you already use. MODELS Your models. No changes. FRAMEWORKS Your frameworks. No rewrites. AGENT SYSTEMS Your agents. Same architecture. TOOLS Your tools. Same workflows. Works Across Your Existing Stack Connect with the interfaces your team already works with. ## Secure by default. Built for teams shipping agents to production. ### SOC 2 Type II Security practices independently audited and continuously validated. ### SSO / SAML Bring your identity provider and give teams a seamless sign-in experience. ### Fine-Grained Access Control Define exactly who can access each project and resource.