BotGauge is a platform focused on testing, evaluating, monitoring, and governing AI agents. Its core goal is to help teams perform red teaming, evaluation, monitoring, and governance throughout the entire lifecycle of agents from development to production, so that agent failures can be discovered and fixed before they reach users.
Purpose BotGauge is mainly used for quality assurance and security governance of AI agents. Through adaptive red teaming and real-world scenario simulation, it explores unexpected paths that agents may take and discovers unforeseen behaviors. When the model, prompts, tools, or context change, the agent's execution path may be completely different, and BotGauge can explore these paths and expose risks in advance.
Main capabilities
- Adaptive testing: Run tests that explore inputs, context, tools, policies, and multi-turn interactions. You can start from a baseline, explore more deeply when behavior becomes interesting, and define custom policies for the scenarios you care about.
- Adversarial scenarios: Use adversarial inputs and real-world scenarios to test agents, such as detecting policy violations (e.g., an agent trying to change the destination and skip approval), and add attacks to the evaluation suite so they run in every future test.
- Behavior tracing: Inspect the prompts, responses, tool calls, context, and execution path behind each result to understand the behavior behind the findings.
- Evaluation and metrics: Incorporate behaviors discovered during red teaming into evaluation sets, and score goal completion, accuracy, policy adherence, and agent-specific criteria. Supports code-based checks and custom criteria.
- Policies and guardrails: Bring important criteria into evaluation, monitoring, and security protection.
- Continuous monitoring: From agent behavior to continuous monitoring, providing continuous visibility.
- Unified platform: A single platform can evaluate, trace, and monitor any type of agent, regardless of its type, tech stack, or complexity.
How to use BotGauge is designed to be framework-agnostic and can connect to the tools, models, and frameworks your team already uses, without changing how your application works. Specifically:
- Your models: no changes needed.
- Your frameworks: no rewriting needed.
- Your agents: keep the same architecture.
- Your tools: keep the same workflow. You can connect agents and start testing, compatible with your team's existing interfaces.
Applicable scenarios BotGauge is suitable for teams running agents, and the supported agent types include:
- Customer service agents: answers based on knowledge and processes, multi-turn conversations, including real customer context.
- Real-time conversational agents: real-time conversations and actions with policy awareness.
- Multi-agent systems: coordination across agents and toolsWorkflow.
- Transactional agents: refunds, approvals, transfers, and real system operations.
Limitations and security BotGauge is secure by default, built for teams putting agents into production. Its security practices have been independently audited and are continuously verified. It supports bringing your own identity provider for a seamless login experience; it supports fine-grained access control, allowing precise definition of who can access each project and resource. Specific details such as billing, pricing, and platform support are not yet provided.
