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DeepTeam
A framework to red team LLMs and AI agents before attackers do.
Day 43 since launch · Launched 25 August 2026
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What is DeepTeam?
DeepTeam is an open source framework from Confident AI for red teaming large language models and AI agents. It simulates attacks such as prompt injection, jailbreaks and data leakage so you can find and fix vulnerabilities in your AI systems before they ship.
Pros
- Systematic red teaming for LLMs and agents
- Backed by the Confident AI team
- Open source with a large community
Cons
- Requires security and ML knowledge to interpret results
- Running attack suites consumes model credits
- Focused on LLM systems, not general app security
Who should use DeepTeam
Teams shipping LLM products who take security seriously.
Who may not need it
Builders of simple, low-stakes chatbots.
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