I built an open-source reliability tester for multi-agent AI systems

1. 1Calculate the reliability of a multi-agent system using the formula for chained reliability
2. 2Build an open-source reliability tester using Python or other programming languages
3. 3Test the reliability of a sample multi-agent system with 14 agents, each with 95% reliability
4. 4Analyze the results to understand how reliability decreases with the number of agents
5. 5Apply the insights to design more reliable multi-agent systems

DevOps and AI engineers can benefit from this knowledge to design more reliable multi-agent systems

💡 The reliability of a multi-agent system decreases exponentially with the number of agents, even if each individual agent is highly reliable

💡 Did you know a 95% reliable agent chained 14 deep is only ~49% reliable? 🤖 Build an open-source reliability tester to improve your multi-agent AI systems!