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Gauge is a versatile open-source framework designed for writing and executing acceptance tests. The ability to compose tests in Markdown simplifies both their maintenance and creation. By promoting the reuse of specifications and emphasizing robust refactoring, it helps minimize redundancy. A test suite characterized by concise code and clear specifications ultimately conserves your time and effort. This framework seamlessly integrates with various programming languages, CI/CD tools, and automation drivers, ensuring versatility in its application. You won’t need to master a new language to harness the power of your test automation tool. Gauge boasts a strong plugin architecture and a comprehensive ecosystem. Additionally, it can be easily tailored to accommodate different IDEs, drivers, and data sources. Instead of wasting valuable time sifting through stack traces, Gauge captures a screenshot during a test failure, providing a visual insight into the issue. Furthermore, you can access reports in multiple formats, including XML, JSON, and HTML, ensuring flexibility in how you review results. Embracing Gauge means enhancing your testing workflow while significantly improving efficiency.
What is BotGauge?
BotGauge helps teams red-team, evaluate, monitor, and govern AI agents throughout the development lifecycle and in production.
AI agents can call tools, access sensitive data, and make autonomous decisions, creating failure modes that traditional testing is not designed to catch. Prompt injection hidden in a document, a tool call pushed beyond its intended scope, or a multi-step interaction steered toward an unauthorized outcome can remain invisible when testing is limited to a handful of predefined prompts.
BotGauge runs adaptive red-team campaigns against live agents to uncover these risks in realistic scenarios, including prompt injection, unauthorized tool calls, data leakage through connected systems, and guardrail bypasses. Every discovered failure becomes a durable evaluation and is added to the agent's regression suite, helping ensure the same vulnerability does not silently return after a prompt, model, or tool change.
After deployment, continuous monitoring tracks agent behavior for drift, recurring failures, and emerging risk patterns as models, prompts, and tools evolve. Governance turns technical findings into clear, evidence-based guardrails and actionable insights for engineering, security, and compliance teams, grounded in real agent behavior and successful attacks rather than generic policy templates.
BotGauge works with the frameworks teams already use, including LangGraph, CrewAI, AutoGen, and the OpenAI Agents SDK, as well as MCP-connected agents. It is vendor-neutral and framework-agnostic, designed to integrate with your existing stack rather than lock you into a single ecosystem.
Built for AI and ML engineering teams running agents in production, BotGauge provides continuous red-teaming, durable evaluations, monitoring, and governance, not a one-time security review.
Integrations Supported
C#
Go
HostAccess
Jamba
Java
Ndustrial Contxt
API Availability
API Availability
Pricing Information
Free
Free Version
Pricing Information
$3000
Free Trial Offered?
Supported Platforms
Windows
Mac
Linux
Supported Platforms
SaaS
Customer Service / Support
Not specified
Customer Service / Support
Web-Based Support
Training Options
Documentation Hub
Training Options
Documentation Hub
Company Facts
Organization Name
ThoughtWorks
Company Website
www.gauge.org
Company Facts
Organization Name
BotGauge
Date Founded
2024
Company Location
United States
Company Website
botgauge.com
Categories and Features
Automated Testing
Supports Parallel Execution
Test Automation Frameworks
Not specified
Categories and Features
AI Copilots
Not specified
Automated Testing
Not specified
Codeless Test Automation
Not specified
QA Testing
Not specified
Test Management
Automation Integration
Pass/Fail Results Tabulation
Reporting / Analytics
Requirements Management
Test Tracking