BotGauge is an AI agent red-teaming platform that finds how your agent behaves under pressure before your users do. It launched on October 28, 2026, according to its launch announcement, and this post is based on its official website, checked on October 29, 2026.
What BotGauge does
Agents do not fail the way traditional software fails. A small change to a model, a prompt, a tool, or the context can send an agent down a path nobody anticipated. BotGauge runs adaptive, real-world, and adversarial scenarios against your agent to uncover that unexpected behavior, then turns what it learns into coverage that lasts.
The platform ships with more than 200 adversarial and real-world attack strategies, covering prompt injection, policy bypass, tool misuse, and multi-turn manipulation, with support for custom strategies for the scenarios a team cares about most. A sample run on the official site shows an agent tricked into rebooking a flight and skipping approval, then blocked for a policy violation and added to the evaluation suite.
Tracing, evaluations, and guardrails
When an attack surfaces a failure, BotGauge traces the exact prompts, responses, tool calls, context, and execution path behind it, so a team can see why the agent did what it did. Important discoveries become evaluations that run on every future release, scored on goal completion, accuracy, policy adherence, and custom criteria. Policies and guardrails then carry the standards that matter into evaluation, monitoring, and safeguards.
BotGauge is framework agnostic and works with OpenAI, Anthropic, and Hugging Face models, LangChain, LlamaIndex, and LangGraph, and agent systems including CrewAI, AutoGen, and AutoGPT, without changing how an application works. It is SOC 2 Type II compliant and offers single sign-on, SAML, and fine-grained access control.
Who it is for
BotGauge is built for engineering teams shipping agents to production: customer support agents, internal workflow agents, and any agent that takes actions, spends money, or touches customer data. If a failure only shows up after release today, this is the tool that moves that discovery into testing.
Pricing
The official pricing page does not publish dollar prices. The Launch plan is priced per test case and covers AI-generated test cases, verified by QA experts, with unlimited test executions and self-healing test cases. The Scale plan uses custom pricing and adds cross-browser and operating system execution, CI/CD integration, code review for pull requests, an AI debugger, and a dedicated customer success manager. A free trial is mentioned on the pricing page. Prices and plans may change, so check the official website for the latest pricing: https://www.botgauge.com/.
