BotGauge: The trust layer for your agents

The launch announcement, dated October 28, 2026, describes more than 200 red-teaming strategies covering prompt injection, policy bypass, tool misuse, and multi-turn manipulation. Each failure is traced to its exact prompts, tool calls, context, and execution path, then converted into an evaluation for future releases. Pramin Pradeep, co-founder and CEO, attributes unplanned agent behavior to small changes in a model, prompt, or tool. Reviewers group it with observability and evaluation tools such as Braintrust, Confident AI and LangSmith, while noting that the red teaming product is waitlist-based right now, pricing isn't public. Most evaluation tools start from data you already have, usually production traces or a hand-built test set. BotGauge starts from the other direction. The vendor also lists SOC 2 Type II compliance. For teams shipping agents that write to money or customer data, the practical shift is that breaks surface in a pre-release suite instead of an incident report. Each new tool, broader credential, or removed approval step becomes a reason to rerun that suite, so the test set grows from observed failures rather than guesses.